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Subject: Analysis of User Behavior
A Discrete Choice Model for Subset Selection
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WSDM 2018
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Sequences of Sets
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
KDD 2018
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Reviewer bias in single- versus double-blind
peer review
Authors: Andrew Tomkins, Min Zhang, William D. Heavlin
PNAS 2017
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Modeling User Consumption Sequences.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 519-529
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On the Relevance of Irrelevant Alternatives.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 963-973
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Driven by Food: Modeling Geographic Choice.
Authors: Ravi Kumar, Mohammad Mahdian, Bo Pang, Andrew Tomkins, Sergei Vassilvitskii
WSDM 2015: 213-222
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Inverting a Steady-State.
Authors: Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee
WSDM 2015: 359-368
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The dynamics of repeat consumption.
Authors: Ashton Anderson, Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii
WWW 2014: 419-430
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Arrival and departure dynamics in social networks.
Authors: Shaomei Wu, Atish Das Sarma, Alex Fabrikant, Silvio Lattanzi, Andrew Tomkins
WSDM 2013: 233-242
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Your two weeks of fame and your grandmother's.
Authors: James Cook, Atish Das Sarma, Alex Fabrikant, Andrew Tomkins
WWW 2012: 919-928
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Subject: Graphs and Link Analysis
Max-cover in map-reduce.
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
WWW 2010: 231-240
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Stochastic models for tabbed browsing.
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
WWW 2010: 241-250
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ShatterPlots: Fast Tools for Mining Large Graphs.
Authors: Ana Paula Appel, Deepayan Chakrabarti, Christos Faloutsos, Ravi Kumar, Jure Leskovec, Andrew Tomkins
SDM 2009: 802-813
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Efficient Discovery of Authoritative Resources.
Authors: Ravi Kumar, Kevin J. Lang, Cameron Marlow, Andrew Tomkins
ICDE 2008: 1495-1497
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Connectivity structure of bipartite graphs via the KNC-plot.
Authors: Ravi Kumar, Andrew Tomkins, Erik Vee
WSDM 2008: 129-138
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The discoverability of the web.
Authors: Anirban Dasgupta, Arpita Ghosh, Ravi Kumar, Christopher Olston, Sandeep Pandey, Andrew Tomkins
WWW 2007: 421-430
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Anchor-based proximity measures.
Authors: Amruta Joshi, Ravi Kumar, Benjamin Reed, Andrew Tomkins
WWW 2007: 1131-1132
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Core algorithms in the CLEVER system.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
ACM Trans. Internet Techn. 6(2):131-152 2006
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Discovering Large Dense Subgraphs in Massive Graphs.
Authors: David Gibson, Ravi Kumar, Andrew Tomkins
VLDB 2005: 721-732
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Fast discovery of connection subgraphs.
Authors: Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins
KDD 2004: 118-127
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Self-similarity in the web.
Authors: Stephen Dill, Ravi Kumar, Kevin S. McCurley, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins
ACM Trans. Internet Techn. 2(3):205-223 2002
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Self-similarity in the Web.
Authors: Stephen Dill, Ravi Kumar, Kevin S. McCurley, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins
VLDB 2001: 69-78
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On Semi-Automated Web Taxonomy Construction.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
WebDB 2001: 91-96
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Graph structure in the Web.
Authors: Andrei Z. Broder, Ravi Kumar, Farzin Maghoul, Prabhakar Raghavan, Sridhar Rajagopalan, Raymie Stata, Andrew Tomkins, Janet L. Wiener
Computer Networks 33(1-6):309-320 2000
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Stochastic models for the web graph.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins, Eli Upfal
FOCS 2000: 57-65
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The Web as a Graph.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins, Eli Upfal
PODS 2000: 1-10
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Topic Distillation and Spectral Filtering.
Authors: Soumen Chakrabarti, Byron Dom, David Gibson, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
Artif. Intell. Rev. 13(5-6):409-435 1999
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Mining the Web's Link Structure.
Authors: Soumen Chakrabarti, Byron Dom, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins, David Gibson, Jon M. Kleinberg
IEEE Computer 32(8):60-67 1999
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The Web as a Graph: Measurements, Models, and Methods.
Authors: Jon M. Kleinberg, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
COCOON 1999: 1-17
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Trawling the Web for Emerging Cyber-Communities.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
Computer Networks 31(11-16):1481-1493 1999
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Extracting Large-Scale Knowledge Bases from the Web.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
VLDB 1999: 639-650
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Subject: Discrete Choice
A Discrete Choice Model for Subset Selection
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WSDM 2018
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Sequences of Sets
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
KDD 2018
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Discrete Choice, Permutations, and Reconstruction
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
SODA 2018; 576-586
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Learning a Mixture of Two Multinomial Logits
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
ICML 2018
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Modeling User Consumption Sequences.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 519-529
Download PDF
On the Relevance of Irrelevant Alternatives.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 963-973
Download PDF
Driven by Food: Modeling Geographic Choice.
Authors: Ravi Kumar, Mohammad Mahdian, Bo Pang, Andrew Tomkins, Sergei Vassilvitskii
WSDM 2015: 213-222
Download PDF
Inverting a Steady-State.
Authors: Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee
WSDM 2015: 359-368
Download PDF
Subject: Repeat Consumption
A Discrete Choice Model for Subset Selection
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WSDM 2018
Download PDF
Sequences of Sets
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
KDD 2018
Download PDF
Modeling User Consumption Sequences.
Authors: Austin R. Benson, Ravi Kumar, Andrew Tomkins
WWW 2016: 519-529
Download PDF
The dynamics of repeat consumption.
Authors: Ashton Anderson, Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii
WWW 2014: 419-430
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Subject: Markov Processes
Linear Additive Markov Processes
Authors: Ravi Kumar, Maithra Raghu, Tamás Sarlós, Andrew Tomkins
WWW 2017; 411-419
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Inverting a Steady-State.
Authors: Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee
WSDM 2015: 359-368
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Stochastic models for tabbed browsing.
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
WWW 2010: 241-250
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Random walks with ``back buttons'' (extended abstract).
Authors: Ronald Fagin, Anna R. Karlin, Jon M. Kleinberg, Prabhakar Raghavan, Sridhar Rajagopalan, Ronitt Rubinfeld, Madhu Sudan, Andrew Tomkins
STOC 2000: 484-493
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Subject: Search and Ranking
Online selection of diverse results.
Authors: Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins
WSDM 2012: 263-272
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A Characterization of Online Search Behavior.
Authors: Ravi Kumar, Andrew Tomkins
IEEE Data Eng. Bull. 32(2):3-11 2009
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Relaxation in text search using taxonomies.
Authors: Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Christopher Olston, Andrew Tomkins, Sergei Vassilvitskii
PVLDB 1(1):672-683 2008
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Guest Editors' Introduction: Social Media and Search.
Authors: Junghoo Cho, Andrew Tomkins
IEEE Internet Computing 11(6):13-15 2007
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Core algorithms in the CLEVER system.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
ACM Trans. Internet Techn. 6(2):131-152 2006
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Topic Distillation and Spectral Filtering.
Authors: Soumen Chakrabarti, Byron Dom, David Gibson, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
Artif. Intell. Rev. 13(5-6):409-435 1999
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Subject: Social Networks, Blogs, and Communities
Preferential behavior in online groups.
Authors: Lars Backstrom, Ravi Kumar, Cameron Marlow, Jasmine Novak, Andrew Tomkins
WSDM 2008: 117-128
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Microscopic evolution of social networks.
Authors: Jure Leskovec, Lars Backstrom, Ravi Kumar, Andrew Tomkins
KDD 2008: 462-470
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Guest Editors' Introduction: Social Media and Search.
Authors: Junghoo Cho, Andrew Tomkins
IEEE Internet Computing 11(6):13-15 2007
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Visualizing tags over time.
Authors: Micah Dubinko, Ravi Kumar, Joseph Magnani, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2006: 193-202
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Navigating Low-Dimensional and Hierarchical Population Networks.
Authors: Ravi Kumar, David Liben-Nowell, Andrew Tomkins
ESA 2006: 480-491
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Structure and evolution of online social networks.
Authors: Ravi Kumar, Jasmine Novak, Andrew Tomkins
KDD 2006: 611-617
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The predictive power of online chatter.
Authors: Daniel Gruhl, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, Andrew Tomkins
KDD 2005: 78-87
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Information diffusion through blogspace.
Authors: Daniel Gruhl, Ramanathan V. Guha, David Liben-Nowell, Andrew Tomkins
WWW 2004: 491-501
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Information diffusion through blogspace.
Authors: Daniel Gruhl, David Liben-Nowell, Ramanathan V. Guha, Andrew Tomkins
SIGKDD Explorations 6(2):43-52 2004
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Structure and evolution of blogspace.
Authors: Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
Commun. ACM 47(12):35-39 2004
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On the bursty evolution of blogspace.
Authors: Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2003: 568-576
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The Web and Social Networks.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
IEEE Computer 35(11):32-36 2002
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Subject: Analysis of Online Reviews and Text Content
Reviewer bias in single- versus double-blind
peer review
Authors: Andrew Tomkins, Min Zhang, William D. Heavlin
PNAS 2017
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For a few dollars less: Identifying review pages sans human labels.
Authors: Luciano Barbosa, Ravi Kumar, Bo Pang, Andrew Tomkins
HLT-NAACL 2009: 494-502
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Matching Reviews to Objects using a Language Model.
Authors: Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Andrew Tomkins
EMNLP 2009: 609-618
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A web of concepts.
Authors: Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Raghu Ramakrishnan, Andrew Tomkins, Philip Bohannon, S. Sathiya Keerthi, Srujana Merugu
PODS 2009: 1-12
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Variable latent semantic indexing.
Authors: Anirban Dasgupta, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins
KDD 2005: 13-21
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SemTag and seeker: bootstrapping the semantic web via automated semantic annotation.
Authors: Stephen Dill, Nadav Eiron, David Gibson, Daniel Gruhl, Ramanathan V. Guha, Anant Jhingran, Tapas Kanungo, Sridhar Rajagopalan, Andrew Tomkins, John A. Tomlin, Jason Y. Zien
WWW 2003: 178-186
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Subject: Other Web Analysis and Data Mining
Evolution of two-sided markets.
Authors: Ravi Kumar, Yury Lifshits, Andrew Tomkins
WSDM 2010: 311-320
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A characterization of online browsing behavior.
Authors: Ravi Kumar, Andrew Tomkins
WWW 2010: 561-570
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A translation model for matching reviews to objects.
Authors: Nilesh N. Dalvi, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2009: 167-176
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An analysis framework for search sequences.
Authors: Qiaozhu Mei, Kristina Lisa Klinkner, Ravi Kumar, Andrew Tomkins
CIKM 2009: 1991-1994
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Toward a PeopleWeb.
Authors: Raghu Ramakrishnan, Andrew Tomkins
IEEE Computer 40(8):63-72 2007
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Estimating corpus size via queries.
Authors: Andrei Z. Broder, Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Rajeev Motwani, Shubha U. Nabar, Rina Panigrahy, Andrew Tomkins, Ying Xu
CIKM 2006: 594-603
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Evolutionary clustering.
Authors: Deepayan Chakrabarti, Ravi Kumar, Andrew Tomkins
KDD 2006: 554-560
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Navigating Low-Dimensional and Hierarchical Population Networks.
Authors: Ravi Kumar, David Liben-Nowell, Andrew Tomkins
ESA 2006: 480-491
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Hierarchical topic segmentation of websites.
Authors: Ravi Kumar, Kunal Punera, Andrew Tomkins
KDD 2006: 257-266
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Content, Metadata, and Behavioral Information: Directions for Yahoo! Research.
Authors: Raghu Ramakrishnan, Andrew Tomkins, Ravi Kumar
IEEE Data Eng. Bull. 29(4):10-18 2006
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The volume and evolution of web page templates.
Authors: David Gibson, Kunal Punera, Andrew Tomkins
WWW (Special interest tracks and posters) 2005: 830-839
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Sic transit gloria telae: towards an understanding of the web's decay.
Authors: Ziv Bar-Yossef, Andrei Z. Broder, Ravi Kumar, Andrew Tomkins
WWW 2004: 328-337
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Propagation of trust and distrust.
Authors: Ramanathan V. Guha, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins
WWW 2004: 403-412
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Mining and Knowledge Discovery from the Web.
Authors: Kevin S. McCurley, Andrew Tomkins
ISPAN 2004: 4-11
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Anti-aliasing on the web.
Authors: Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2004: 30-39
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SemTag and seeker: bootstrapping the semantic web via automated semantic annotation.
Authors: Stephen Dill, Nadav Eiron, David Gibson, Daniel Gruhl, Ramanathan V. Guha, Anant Jhingran, Tapas Kanungo, Sridhar Rajagopalan, Andrew Tomkins, John A. Tomlin, Jason Y. Zien
WWW 2003: 178-186
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Subject: Theory
Online selection of diverse results.
Authors: Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins
WSDM 2012: 263-272
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Estimating corpus size via queries.
Authors: Andrei Z. Broder, Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Rajeev Motwani, Shubha U. Nabar, Rina Panigrahy, Andrew Tomkins, Ying Xu
CIKM 2006: 594-603
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Navigating Low-Dimensional and Hierarchical Population Networks.
Authors: Ravi Kumar, David Liben-Nowell, Andrew Tomkins
ESA 2006: 480-491
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Multi-structural databases.
Authors: Ronald Fagin, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, D. Sivakumar, Andrew Tomkins
PODS 2005: 184-195
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Geographic Routing in Social Networks
Authors: D. Liben-Nowell, J. Novak, R. Kumar, P. Raghavan, A. Tomkins
Proceedings of the National Academy of Sciences 101(33), 11623-11628, 2005.
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Minimizing Wirelength in Zero and Bounded Skew Clock Trees.
Authors: Moses Charikar, Jon M. Kleinberg, Ravi Kumar, Sridhar Rajagopalan, Amit Sahai, Andrew Tomkins
SIAM J. Discrete Math. 17(4):582-595 2004
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Random walks with ``back buttons'' (extended abstract).
Authors: Ronald Fagin, Anna R. Karlin, Jon M. Kleinberg, Prabhakar Raghavan, Sridhar Rajagopalan, Ronitt Rubinfeld, Madhu Sudan, Andrew Tomkins
STOC 2000: 484-493
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The Web as a Graph.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, D. Sivakumar, Andrew Tomkins, Eli Upfal
PODS 2000: 1-10
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Minimizing Wirelength in Zero and Bounded Skew Clock Trees.
Authors: Moses Charikar, Jon M. Kleinberg, Ravi Kumar, Sridhar Rajagopalan, Amit Sahai, Andrew Tomkins
SODA 1999: 177-184
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On targeting Markov segments.
Authors: Moses Charikar, Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
STOC 1999: 99-108
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Recommendation Systems: A Probabilistic Analysis.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
FOCS 1998: 664-673
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A polylog(n)-Competitive Algorithm for Metrical Task Systems.
Authors: Yair Bartal, Avrim Blum, Carl Burch, Andrew Tomkins
STOC 1997: 711-719
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Block Edit Models for Approximate String Matching.
Authors: Daniel P. Lopresti, Andrew Tomkins
Theor. Comput. Sci. 181(1):159-179 1997
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On the Searchability of Electronic Ink
Authors: Daniel Lopresti, Andrew Tomkins
Proceedings of the Fourth International Workshop on Frontiers in Handwriting Recognition, Taipei, Taiwan, 156-165, December, 1994.
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A Computational Model of Teaching.
Authors: Jeffrey C. Jackson, Andrew Tomkins
COLT 1992: 319-326
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Subject: Systems and Web Crawling
Efficient Discovery of Authoritative Resources.
Authors: Ravi Kumar, Kevin J. Lang, Cameron Marlow, Andrew Tomkins
ICDE 2008: 1495-1497
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The discoverability of the web.
Authors: Anirban Dasgupta, Arpita Ghosh, Ravi Kumar, Christopher Olston, Sandeep Pandey, Andrew Tomkins
WWW 2007: 421-430
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How to build a WebFountain: An architecture for very large-scale text analytics.
Authors: Daniel Gruhl, Laurent Chavet, David Gibson, Jörg Meyer, Pradhan Pattanayak, Andrew Tomkins, Jason Y. Zien
IBM Systems Journal 43(1):64-77 2004
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Informed Multi-Process Prefetching and Caching.
Authors: Andrew Tomkins, R. Hugo Patterson, Garth A. Gibson
SIGMETRICS 1997: 100-114
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A Trace-Driven Comparison of Algorithms for Parallel Prefetching and Caching.
Authors: Tracy Kimbrel, Andrew Tomkins, R. Hugo Patterson, Brian N. Bershad, Pei Cao, Edward W. Felten, Garth A. Gibson, Anna R. Karlin, Kai Li
OSDI 1996: 19-34
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Subject: Privacy
Vanity fair: privacy in querylog bundles.
Authors: Rosie Jones, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2008: 853-862
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"I know what you did last summer": query logs and user privacy.
Authors: Rosie Jones, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2007: 909-914
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On anonymizing query logs via token-based hashing.
Authors: Ravi Kumar, Jasmine Novak, Bo Pang, Andrew Tomkins
WWW 2007: 629-638
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Subject: Databases
Relaxation in text search using taxonomies.
Authors: Marcus Fontoura, Vanja Josifovski, Ravi Kumar, Christopher Olston, Andrew Tomkins, Sergei Vassilvitskii
PVLDB 1(1):672-683 2008
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Pig latin: a not-so-foreign language for data processing.
Authors: Christopher Olston, Benjamin Reed, Utkarsh Srivastava, Ravi Kumar, Andrew Tomkins
SIGMOD Conference 2008: 1099-1110
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Multi-structural databases.
Authors: Ronald Fagin, Ramanathan V. Guha, Ravi Kumar, Jasmine Novak, D. Sivakumar, Andrew Tomkins
PODS 2005: 184-195
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Efficient Implementation of Large-Scale Multi-Structural Databases.
Authors: Ronald Fagin, Phokion G. Kolaitis, Ravi Kumar, Jasmine Novak, D. Sivakumar, Andrew Tomkins
VLDB 2005: 958-969
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Subject: Handwriting and OCR
Block Edit Models for Approximate String Matching.
Authors: Daniel P. Lopresti, Andrew Tomkins
Theor. Comput. Sci. 181(1):159-179 1997
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Validation of Image Defect Models for Optical Character Recognition.
Authors: Yanhong Li, Daniel P. Lopresti, George Nagy, Andrew Tomkins
IEEE Trans. Pattern Anal. Mach. Intell. 18(2):99-108 1996
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Algorithms for Matching Hand-Drawn Sketches
Authors: Daniel Lopresti, Andrew Tomkins, Jiangying Zhou
Proceedings of the Fifth International Workshop on Frontiers in Handwriting Recognition, 233-238, September, 1996.
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Ink as a First-Class Datatype in Multimedia Databases
Authors: W. G. Aref, D. Barbara, D. Lopresti, A. Tomkins
Multimedia Databases, S. Jajodia and V. S. Subrahmanian eds, Springer-Verlag, New York, 1995.
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Systematic Bias in OCR Experiments
Authors: Yuhlin Chang, Daniel P. Lopresti, Andrew Tomkins, Jeffrey Zhou, Jiangying Zhou
Proceedings of the IS&T/SPIE International Symposium on Electronic Imaging, L. M. Vincent and H. S. Baird, eds., February 1995, San Jose, CA, pp. 196-204.
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Temporal Domain Matching of Hand-Drawn Pictorial Queries
Authors: Daniel Lopresti, Andrew Tomkins
7th Biennial Conference of The International Graphonomics Society, August, 1995.
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Subject: Structure of the web graph
Pagerank computation and the structure of the web: Experiments and algorithms
Authors: Arvind Arasu, Jasmine Novak, Andrew Tomkins, John Tomlin
WWW 2002: poster proceedings
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Subject: Tutorials
Applications of Linear Algebra in Information Retrieval and Hypertext Analysis.
Authors: Jon M. Kleinberg, Andrew Tomkins
PODS 1999: 185-193
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