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2021
Adversarial Robustness Across Representation Spaces
Authors: Pranjal Awasthi, George Yu, Chun-Sung Ferng, Andrew Tomkins, Da-Cheng Juan
CVPR 2021
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Generative Models are Unsupervised Predictors of Page Quality: A Colossal-Scale Study
Authors: D Bahri, Y Tay, C Zheng, D Metzler, C Brunk, A Tomkins
WSDM 2021
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Light RUMs
Authors: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
ICML 2021
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CARLS: Cross-platform Asynchronous Representation Learning System
Authors: Chun-Ta Lu, Yun Zeng, Da-Cheng Juan, Yicheng Fan, Zhe Li, Jan Dlabal, Yi-Ting Chen, Arjun Gopalan, Allan Heydon, Chun-Sung Ferng, Reah Miyara, Ariel Fuxman, Futang Peng, Zhen Li, Tom Duerig, Andrew Tomkins
Arxiv 2021
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BusTr: predicting bus travel times from real-time traffic
Authors: Richard Barnes, Senaka Buthpitiya, James Cook, Alex Fabrikant, Andrew Tomkins, Fangzhou Xu
KDD 2020
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Choppy: Cut Transformer for Ranked List Truncation
Authors: D. Bahri, Y. Tay, C. Zheng, D. Metzler, A. Tomkins
SIGIR 2020
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Asymptotic Behavior of Sequence Models
Authors: F. Chierichetti, R. Kumar, A. Tomkins
WWW 2020
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Ultra Fine-Grained Image Semantic Embedding
Authors: Da-Cheng Juan, Chun-Ta Lu, Zhen Li, Futang Peng, Aleksei Timofeev, Yi-Ting Chen, Yaxi Gao, Tom Duerig, Andrew Tomkins, Sujith Ravi
WSDM 2020
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Reverse Engineering Configurations of Neural Text Generation Models
Authors: Yi Tay, Dara Bahri, Che Zheng, Clifford Brunk, Donald Metzler, Andrew Tomkins
ACL 2020
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Hard to Park? Estimating Parking Difficulty at Scale
Authors: Neha Arora, James Cook, Ravi Kumar, Ivan Kuznetsov, Yechen Li, Huai-Jen Liang, Andrew Miller, Andrew Tomkins, Iveel Tsogsuren, Yi Wang
KDD 2019
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Graph-RISE: Graph-Regularized Image Semantic Embedding
Authors: Da-Cheng Juan, Chun-Ta Lu, Zhen Li, Futang Peng, Aleksei Timofeev, Yi-Ting Chen, Yaxi Gao, Tom Duerig, Andrew Tomkins, Sujith Ravi
Arxiv 2019
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Preventing Adversarial Use of Datasets through Fair Core-Set Construction
Authors: Benjamin Spector, Ravi Kumar, Andrew Tomkins
PriML 2019
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Graph Agreement Models for Semi-Supervised Learning
Authors: Otilia Stretcu, Krishnamurthy Viswanathan, Dana Movshovitz-Attias, Emmanouil Antonios Platanios, Andrew Tomkins, Sujith Ravi
NeurIPS 2019
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Improved Semi-Supervised Learning with Multiple Graphs
Authors: Krishnamurthy Viswanathan, Sushant Sachdeva, Andrew Tomkins, Sujith Ravi
AISTATS 2019
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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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Orienteering Algorithms for Generating Travel Itineraries
Authors: Zachary Friggstad, Sreenivas Gollapudi, Kostas Kollias, Tamas Sarlos, Chaitanya Swamy, Andrew Tomkins
WSDM 2018
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SCRank: Spammer and Celebrity Ranking in Directed Social Networks
Authors: Alex Fabrikant, Mohammad Mahdian, Andrew Tomkins
Arxiv 2018
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Linear Additive Markov Processes
Authors: Ravi Kumar, Maithra Raghu, Tamás Sarlós, Andrew Tomkins
WWW 2017; 411-419
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Single versus Double Blind Reviewing at WSDM 2017.
Authors: Andrew Tomkins, Min Zhang, William D. Heavlin
CoRR abs/1702.00502 2017
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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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Smart Reply: Automated Response Suggestion for Email.
Authors: Anjuli Kannan, Karol Kurach, Sujith Ravi, Tobias Kaufmann, Andrew Tomkins, Balint Miklos, Greg Corrado, László Lukács, Marina Ganea, Peter Young, Vivek Ramavajjala
KDD 2016: 955-964
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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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Online selection of diverse results.
Authors: Debmalya Panigrahi, Atish Das Sarma, Gagan Aggarwal, Andrew Tomkins
WSDM 2012: 263-272
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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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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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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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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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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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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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A Characterization of Online Search Behavior.
Authors: Ravi Kumar, Andrew Tomkins
IEEE Data Eng. Bull. 32(2):3-11 2009
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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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Preferential behavior in online groups.
Authors: Lars Backstrom, Ravi Kumar, Cameron Marlow, Jasmine Novak, Andrew Tomkins
WSDM 2008: 117-128
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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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Vanity fair: privacy in querylog bundles.
Authors: Rosie Jones, Ravi Kumar, Bo Pang, Andrew Tomkins
CIKM 2008: 853-862
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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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Microscopic evolution of social networks.
Authors: Jure Leskovec, Lars Backstrom, Ravi Kumar, Andrew Tomkins
KDD 2008: 462-470
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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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Guest Editors' Introduction: Social Media and Search.
Authors: Junghoo Cho, Andrew Tomkins
IEEE Internet Computing 11(6):13-15 2007
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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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"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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Anchor-based proximity measures.
Authors: Amruta Joshi, Ravi Kumar, Benjamin Reed, Andrew Tomkins
WWW 2007: 1131-1132
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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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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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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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Hierarchical topic segmentation of websites.
Authors: Ravi Kumar, Kunal Punera, Andrew Tomkins
KDD 2006: 257-266
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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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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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Variable latent semantic indexing.
Authors: Anirban Dasgupta, Ravi Kumar, Prabhakar Raghavan, Andrew Tomkins
KDD 2005: 13-21
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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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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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Discovering Large Dense Subgraphs in Massive Graphs.
Authors: David Gibson, Ravi Kumar, Andrew Tomkins
VLDB 2005: 721-732
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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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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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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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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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Fast discovery of connection subgraphs.
Authors: Christos Faloutsos, Kevin S. McCurley, Andrew Tomkins
KDD 2004: 118-127
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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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Information diffusion through blogspace.
Authors: Daniel Gruhl, Ramanathan V. Guha, David Liben-Nowell, Andrew Tomkins
WWW 2004: 491-501
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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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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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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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A case for automated large-scale semantic annotation.
Authors: Stephen Dill, Nadav Eiron, David Gibson, Daniel Gruhl, Ramanathan V. Guha, Anant Jhingran, Tapas Kanungo, Kevin S. McCurley, Sridhar Rajagopalan, Andrew Tomkins, John A. Tomlin, Jason Y. Zien
J. Web Sem. 1(1):115-132 2003
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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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On the bursty evolution of blogspace.
Authors: Ravi Kumar, Jasmine Novak, Prabhakar Raghavan, Andrew Tomkins
WWW 2003: 568-576
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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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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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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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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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Recommendation Systems: A Probabilistic Analysis.
Authors: Ravi Kumar, Prabhakar Raghavan, Sridhar Rajagopalan, Andrew Tomkins
J. Comput. Syst. Sci. 63(1):42-61 2001
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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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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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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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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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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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Applications of Linear Algebra in Information Retrieval and Hypertext Analysis.
Authors: Jon M. Kleinberg, Andrew Tomkins
PODS 1999: 185-193
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Spectral filtering for resource discovery
Authors: S. Chakrabarti, B. Dom, D. Gibson, S.R. Kumar, P. Raghavan, S. Rajagopalan, A. Tomkins
In Proceedings of the ACM SIGIR Workshop on Hypertext Information Retrieval on the Web (Melbourne, Australia) 1998. ACM Press, New York, NY.
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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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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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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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1994
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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1992
A Computational Model of Teaching.
Authors: Jeffrey C. Jackson, Andrew Tomkins
COLT 1992: 319-326
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