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Publications | Technical Reports

Found 33 results

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2008

Efficient Network-aware Search in Collaborative Tagging Sites Sihem Amer-Yahia, M.B. , VLDB, 8/28/2008, New Zealand, (2008)

Mashing up Visual Languages and Web Mash-ups Jones, M.C.; Churchill, E.F.; Twidale, M.B. , IEEE Symposium on Visual Languages and Human-Centric Computing, 15/09/2008, Herrsching am Ammersee, Germany, (2008) Abstract

Statistical Properties of Community Structure in Large Social and Information Networks Leskovec, J.; Lang, K.; Dasgupta, A.; Mahoney, M. , WWW, (2008) Abstract

The Hiring Problem and Lake Wobegon Strategies Broder, A.; Kirsch, A.; Kumar, R.; Mitzenmacher, M.; Upfal, E.; Vassilvitskii, S. , Symposium on Discrete Algorithms, (2008)

2007

Fast Recognition of Remixed Music Audio Casey, M.; Slaney, M. , 4/2007, Honolulu, Hawaii, (2007) Abstract

Feature Selection Methods for Text Classification Dasgupta, A.; Drineas, P.; Harb, B.; Josifovski, V.; Mahoney, M. , KDD, 11/08/2007, San Jose, (2007)

Credible Sales Mechanisms and Intermediaries McAdams, D.; Schwarz, M. , American Economic Review, (2007) Abstract

Information re-retrieval: repeat queries in Yahoo's logs Teevan, J.; Adar, E.; Jones, R.; Potts, M.A.S. , SIGIR, p.151-158, (2007) Abstract

Online Linear Regression and Its Application to Model-Based Reinforcement Learning Strehl, A.L.; Littman, M.L. , NIPS, (2007)

Challenges in Searching Online Communities. Amer-Yahia, S.; Benedikt, M.; Bohannon, P. , IEEE Data Eng. Bull., Volume 30, Number 2, p.23-31, (2007)

Feature Selection Methods for Text Classification Dasgupta, A.; Drineas, P.; Harb, B.; Josifovski, V.; Mahoney, M. , KDD, (2007)

Regression on manifolds using kernel dimension reduction Nilsson, J.; Sha, F.; Jordan, M.I. , Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007), p.697--704, (2007)

Sampling Algorithms and Coresets for $L_p$ Regression Dasgupta, A.; Drineas, P.; Harb, B.; Kumar, R.; Mahoney, M.W. , (2007)

2006

Probabilistic Data Management for Pervasive Computing: The Garofalakis, M.N.; Brown, K.P.; Franklin, M.J.; Hellerstein, J.M.; Wang, D.Z.; Michelakis, E.; Tancau, L.; Wu, E.; Jeffery, S.R.; Aipperspach, R. , IEEE Data Eng. Bull., Volume 29, Number 1, p.57-63, (2006)

Adaptive Cleaning for RFID Data Streams. Jeffery, S.R.; Garofalakis, M.N.; Franklin, M.J. , VLDB, p.163-174, (2006)

A Hierarchical Approach to Efficient Reinforcement Learning in Deterministic Domains Diuk, C.; Littman, M.; Strehl, A. , Fifth International Conference on Autonomous Agents and Multiagent Systems (AAMAS-06), (2006)

Experience-efficient learning in associative bandit problems Strehl, A.L.; Mesterharm, C.; Littman, M.L.; Hirsh, H. , ICML-06: Proceedings of the 23rd international conference on Machine learning, p.889--896, (2006)

History repeats itself: repeat queries in Yahoo's logs Teevan, J.; Adar, E.; Jones, R.; Potts, M.A.S. , SIGIR, p.703-704, (2006)

Incremental Model-based Learners With Formal Learning-Time Guarantees Strehl, A.L.; Li, L.; Littman, M.L. , UAI-06: Proceedings of the 22nd conference on Uncertainty in Artificial Intelligence, p.485--493, (2006)

Optimisation methods for ranking functions with multiple parameters Taylor, M.; Zaragoza, H.; Craswell, N.; Robertson, S.; Burges, C. , Fifteenth Conference on Information and Knowledge Management (ACM CIKM), (2006)

PAC model-free reinforcement learning Strehl, A.L.; Li, L.; Wiewiora, E.; Langford, J.; Littman, M.L. , ICML-06: Proceedings of the 23rd international conference on Machine learning, p.881--888, (2006)

PAC Reinforcement Learning Bounds for RTDP and Rand-RTDP Strehl, A.L.; Li, L.; Littman, M.L. , AAAI-06 Workshop on Learning for Search, (2006)

SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition Zhang, H.; Berg, A.C.; Maire, M.; Malik, J. , IEEE Conference on Computer Vision and Pattern Recognition, Volume 02, p.2126-2136, (2006) Abstract

2005

Graphical models for groups: Belief aggregation and risk sharing Pennock, D.M.; Wellman, M.P. , Decision Analysis, Volume 2, Number 3, p.148--164, (2005)

ICE: An Iterative Combinatorial Exchange Parkes, D.C.; Cavallo, R.; Juda, A.; Kirsch, A.; Kulesza, A.; Lahaie, S.; Lubin, B.; Michael, L.; Shneidman, J. , ACM Conference on Electronic Commerce (EC), (2005)