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2020 – today
- 2025
[j17]Maryam Aziz
, Jesse Anderton, Kevin G. Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam:
Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely Armed Bandit Strategy. Trans. Recomm. Syst. 3(1): 4:1-4:22 (2025)- 2024
- [i11]Debjyoti Saharoy, Javed A. Aslam, Virgil Pavlu:
Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification. CoRR abs/2410.23066 (2024) - 2022
- [c93]Maryam Aziz, Jesse Anderton, Kevin Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam:
Identifying New Podcasts with High General Appeal Using a Pure Exploration Infinitely-Armed Bandit Strategy. RecSys 2022: 134-144 - 2021
- [c92]Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Improving Query Graph Generation for Complex Question Answering over Knowledge Base. EMNLP (1) 2021: 4201-4207 - 2020
- [i10]Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam:
A Complex KBQA System using Multiple Reasoning Paths. CoRR abs/2005.10970 (2020)
2010 – 2019
- 2019
- [c91]Jesse Anderton, Javed A. Aslam:
Scaling Up Ordinal Embedding: A Landmark Approach. ICML 2019: 282-290 - [c90]Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. NAACL-HLT (1) 2019: 3181-3190 - [c89]Cheng Li, Virgil Pavlu, Javed A. Aslam, Bingyu Wang, Kechen Qin:
Learning to Calibrate and Rerank Multi-label Predictions. ECML/PKDD (3) 2019: 220-236 - [i9]Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. CoRR abs/1904.05829 (2019) - 2018
- [c88]Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam:
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. ALT 2018: 3-24 - [c87]Bingyu Wang, Cheng Li, Virgil Pavlu, Jay Aslam:
A Pipeline for Optimizing F1-Measure in Multi-label Text Classification. ICMLA 2018: 913-918 - [i8]Jesse Anderton, Pavel Metrikov, Virgil Pavlu, Javed A. Aslam:
Measuring Human-perceived Similarity in Heterogeneous Collections. CoRR abs/1802.05929 (2018) - [i7]Maryam Aziz, Jesse Anderton, Emilie Kaufmann, Javed A. Aslam:
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence. CoRR abs/1803.04665 (2018) - [i6]Jesse Anderton, Virgil Pavlu, Javed A. Aslam:
Revealing the Basis: Ordinal Embedding Through Geometry. CoRR abs/1805.07589 (2018) - [i5]Maryam Aziz, Jesse Anderton, Javed A. Aslam:
Adaptively Pruning Features for Boosted Decision Trees. CoRR abs/1805.07592 (2018) - 2017
- [i4]Bingyu Wang, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification. CoRR abs/1705.00740 (2017) - 2016
- [c86]Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam:
An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. ECIR 2016: 72-87 - [c85]Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam:
Conditional Bernoulli Mixtures for Multi-label Classification. ICML 2016: 2482-2491 - [e2]Raffaele Perego, Fabrizio Sebastiani, Javed A. Aslam, Ian Ruthven, Justin Zobel:
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016. ACM 2016, ISBN 978-1-4503-4069-4 [contents] - 2015
- [j16]Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas:
On the network you keep: analyzing persons of interest using Cliqster. Soc. Netw. Anal. Min. 5(1): 63:1-63:14 (2015) - [c84]Pavel Metrikov, Virgil Pavlu, Javed A. Aslam:
Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model. CIKM 2015: 1391-1400 - [c83]Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus:
Anytime planning of optimal schedules for a mobile sensing robot. IROS 2015: 5279-5286 - [c82]Fatemeh Azmandian, David R. Kaeli, Jennifer G. Dy, Javed A. Aslam:
Securing virtual execution environments through machine learning-based intrusion detection. MLSP 2015: 1-6 - [c81]Javed A. Aslam, Fernando Diaz, Matthew Ekstrand-Abueg, Richard McCreadie, Virgil Pavlu, Tetsuya Sakai:
TREC 2015 Temporal Summarization Track Overview. TREC 2015 - [i3]Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas:
On The Network You Keep: Analyzing Persons of Interest using Cliqster. CoRR abs/1510.01374 (2015) - 2014
- [j15]Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli:
Harnessing the Power of GPUs to Speed Up Feature Selection for Outlier Detection. J. Comput. Sci. Technol. 29(3): 408-422 (2014) - [c80]Saber Shokat Fadaee, Mehrdad Farajtabar, Ravi Sundaram, Javed A. Aslam, Nikos I. Passas:
The network you keep: Analyzing persons of interest using cliqster. ASONAM 2014: 122-129 - [c79]Peter B. Golbus, Javed A. Aslam:
On the information difference between standard retrieval models. SIGIR 2014: 1135-1138 - [c78]Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Richard McCreadie, Tetsuya Sakai:
TREC 2014 Temporal Summarization Track Overview. TREC 2014 - [i2]Jingjin Yu, Javed A. Aslam, Sertac Karaman, Daniela Rus:
Optimal Tourist Problem and Anytime Planning of Trip Itineraries. CoRR abs/1409.8536 (2014) - 2013
- [j14]Peter B. Golbus, Javed A. Aslam, Charles L. A. Clarke:
Increasing evaluation sensitivity to diversity. Inf. Retr. 16(4): 530-555 (2013) - [c77]Jesse Anderton, Maryam Bashir, Virgil Pavlu, Javed A. Aslam:
An analysis of crowd workers mistakes for specific and complex relevance assessment task. CIKM 2013: 1873-1876 - [c76]Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam:
Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency. ECIR 2013: 760-763 - [c75]Pavel Metrikov, Jie Wu, Jesse Anderton, Virgil Pavlu, Javed A. Aslam:
A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments. ICTIR 2013: 31 - [c74]Peter B. Golbus, Javed A. Aslam:
A mutual information-based framework for the analysis of information retrieval systems. SIGIR 2013: 683-692 - [c73]Maryam Bashir, Jesse Anderton, Jie Wu, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam:
A document rating system for preference judgements. SIGIR 2013: 909-912 - [c72]Matthew Ekstrand-Abueg, Virgil Pavlu, Javed A. Aslam:
Live nuggets extractor: a semi-automated system for text extraction and test collection creation. SIGIR 2013: 1087-1088 - [c71]Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Tetsuya Sakai:
TREC 2013 Temporal Summarization. TREC 2013 - [c70]Maryam Bashir, Jesse Anderton, Virgil Pavlu, Javed A. Aslam:
Northeastern University Runs at the TREC13 Crowdsourcing Track. TREC 2013 - 2012
- [c69]Shahzad Rajput, Matthew Ekstrand-Abueg, Virgiliu Pavlu, Javed A. Aslam:
Constructing test collections by inferring document relevance via extracted relevant information. CIKM 2012: 145-154 - [c68]Keshi Dai, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam:
Extended Expectation Maximization for Inferring Score Distributions. ECIR 2012: 293-304 - [c67]Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli:
Feature Weighting and Selection Using Hypothesis Margin of Boosting. ICDM 2012: 41-50 - [c66]Fatemeh Azmandian, Ayse Yilmazer, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli:
GPU-Accelerated Feature Selection for Outlier Detection Using the Local Kernel Density Ratio. ICDM 2012: 51-60 - [c65]Javed A. Aslam, Sejoon Lim, Daniela Rus:
Congestion-aware Traffic Routing System using sensor data. ITSC 2012: 1006-1013 - [c64]Mikhail Volkov, Javed A. Aslam, Daniela Rus:
Markov-based redistribution policy model for future urban mobility networks. ITSC 2012: 1906-1911 - [c63]Javed A. Aslam, Sejoon Lim, Xinghao Pan, Daniela Rus:
City-scale traffic estimation from a roving sensor network. SenSys 2012: 141-154 - [c62]Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam:
Impact of assessor disagreement on ranking performance. SIGIR 2012: 1091-1092 - [c61]Maryam Bashir, Jesse Anderton, Jie Wu, Matthew Ekstrand-Abueg, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam:
Northeastern University Runs at the TREC12 Crowdsourcing Track. TREC 2012 - [c60]Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam:
IR system evaluation using nugget-based test collections. WSDM 2012: 393-402 - [c59]Fatemeh Azmandian, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli:
Local Kernel Density Ratio-Based Feature Selection for Outlier Detection. ACML 2012: 49-64 - 2011
- [j13]Keshi Dai, Evangelos Kanoulas, Virgiliu Pavlu, Javed A. Aslam:
Variational bayes for modeling score distributions. Inf. Retr. 14(1): 47-67 (2011) - [j12]Fatemeh Azmandian, Micha Moffie, Malak Alshawabkeh, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli:
Virtual machine monitor-based lightweight intrusion detection. ACM SIGOPS Oper. Syst. Rev. 45(2): 38-53 (2011) - [c58]Shahzad Rajput, Virgiliu Pavlu, Peter B. Golbus, Javed A. Aslam:
A nugget-based test collection construction paradigm. CIKM 2011: 1945-1948 - [c57]Malak Alshawabkeh, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli:
Feature Selection Metric Using AUC Margin for Small Samples and Imbalanced Data Classification Problems. ICMLA (1) 2011: 145-150 - [c56]Malak Alshawabkeh, Javed A. Aslam, David R. Kaeli, Jennifer G. Dy:
A Novel Feature Selection for Intrusion Detection in Virtual Machine Environments. ICTAI 2011: 879-881 - [c55]Fatemeh Azmandian, Micha Moffie, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli:
Workload Characterization at the Virtualization Layer. MASCOTS 2011: 63-72 - [c54]Evangelos Kanoulas, Stefan Savev, Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam:
A large-scale study of the effect of training set characteristics over learning-to-rank algorithms. SIGIR 2011: 1243-1244 - 2010
- [c53]Malak Alshawabkeh, Micha Moffie, Fatemeh Azmandian, Javed A. Aslam, Jennifer G. Dy, David R. Kaeli:
Effective Virtual Machine Monitor Intrusion Detection Using Feature Selection on Highly Imbalanced Data. ICMLA 2010: 823-827 - [c52]Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Javed A. Aslam:
Score distribution models: assumptions, intuition, and robustness to score manipulation. SIGIR 2010: 242-249
2000 – 2009
- 2009
- [j11]Alan Feuer, Stefan Savev, Javed A. Aslam:
Implementing and evaluating phrasal query suggestions for proximity search. Inf. Syst. 34(8): 711-723 (2009) - [c51]Evangelos Kanoulas, Javed A. Aslam:
Empirical justification of the gain and discount function for nDCG. CIKM 2009: 611-620 - [c50]Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan:
If I Had a Million Queries. ECIR 2009: 288-300 - [c49]Evangelos Kanoulas, Virgiliu Pavlu, Keshi Dai, Javed A. Aslam:
Modeling the Score Distributions of Relevant and Non-relevant Documents. ICTIR 2009: 152-163 - [c48]Javed A. Aslam, Evangelos Kanoulas, Virgiliu Pavlu, Stefan Savev, Emine Yilmaz:
Document selection methodologies for efficient and effective learning-to-rank. SIGIR 2009: 468-475 - [c47]Evangelos Kanoulas, Keshi Dai, Virgiliu Pavlu, Stefan Savev, Javed A. Aslam:
Northeastern University in TREC 2009 Million Query Track. TREC 2009 - [c46]Shahzad Rajput, Evangelos Kanoulas, Virgiliu Pavlu, Javed A. Aslam:
Northeastern University in the TREC 2009 Web Track. TREC 2009 - [e1]James Allan, Javed A. Aslam, Mark Sanderson, ChengXiang Zhai, Justin Zobel:
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009. ACM 2009, ISBN 978-1-60558-483-6 [contents] - 2008
- [j10]Emine Yilmaz, Javed A. Aslam:
Estimating average precision when judgments are incomplete. Knowl. Inf. Syst. 16(2): 173-211 (2008) - [c45]Emine Yilmaz, Javed A. Aslam, Stephen Robertson:
A new rank correlation coefficient for information retrieval. SIGIR 2008: 587-594 - [c44]Emine Yilmaz, Evangelos Kanoulas, Javed A. Aslam:
A simple and efficient sampling method for estimating AP and NDCG. SIGIR 2008: 603-610 - [c43]Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas, Javed A. Aslam, James Allan:
Evaluation over thousands of queries. SIGIR 2008: 651-658 - [c42]James Allan, Javed A. Aslam, Virgil Pavlu, Evangelos Kanoulas, Ben Carterette:
Million Query Track 2008 Overview. TREC 2008 - [c41]Javed A. Aslam, Raluca A. Popa, Ronald L. Rivest:
On Auditing Elections When Precincts Have Different Sizes. EVT 2008 - 2007
- [c40]Javed A. Aslam, Emine Yilmaz:
Inferring document relevance from incomplete information. CIKM 2007: 633-642 - [c39]Alan Feuer, Stefan Savev, Javed A. Aslam:
Evaluation of phrasal query suggestions. CIKM 2007: 841-848 - [c38]Javed A. Aslam, Virgiliu Pavlu:
Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions. ECIR 2007: 198-209 - [c37]James Allan, Ben Carterette, Blagovest Dachev, Javed A. Aslam, Virgiliu Pavlu, Evangelos Kanoulas:
Million Query Track 2007 Overview. TREC 2007 - [c36]Javed A. Aslam, Virgiliu Pavlu, Olena Zubaryeva:
The Hedge Algorithm for Metasearch at TREC 2007. TREC 2007 - [c35]Javed A. Aslam, Raluca A. Popa, Ronald L. Rivest:
On Estimating the Size and Confidence of a Statistical Audit. EVT 2007 - 2006
- [c34]Emine Yilmaz, Javed A. Aslam:
Estimating average precision with incomplete and imperfect judgments. CIKM 2006: 102-111 - [c33]Javed A. Aslam, Sergey Bratus, Virgiliu Pavlu:
Semi-supervised Data Organization for Interactive Anomaly Analysis. ICMLA 2006: 55-62 - [c32]Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz:
A statistical method for system evaluation using incomplete judgments. SIGIR 2006: 541-548 - [c31]Javed A. Aslam, Emine Yilmaz:
Inferring document relevance via average precision. SIGIR 2006: 601-602 - [c30]Javed A. Aslam, Virgiliu Pavlu, Carlos Rei:
The Hedge Algorithm for Metasearch at TREC 2006. TREC 2006 - [p1]Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus:
The Star Clustering Algorithm for Information Organization. Grouping Multidimensional Data 2006: 1-23 - 2005
- [j9]Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus:
Persistent queries over dynamic text streams. Int. J. Electron. Bus. 3(3/4): 288-299 (2005) - [c29]Javed A. Aslam, Emine Yilmaz:
A geometric interpretation and analysis of R-precision. CIKM 2005: 664-671 - [c28]Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu:
The maximum entropy method for analyzing retrieval measures. SIGIR 2005: 27-34 - [c27]Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz:
Measure-based metasearch. SIGIR 2005: 571-572 - [c26]Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu:
A geometric interpretation of r-precision and its correlation with average precision. SIGIR 2005: 573-574 - 2004
- [j8]Javed A. Aslam, Sergey Bratus, David Kotz, Ronald A. Peterson, Brett Tofel, Daniela Rus:
The Kerf Toolkit for Intrusion Analysis. IEEE Secur. Priv. 2(6): 42-52 (2004) - [j7]Javed A. Aslam, Ekaterina Pelekhov, Daniela Rus:
The Star Clustering Algorithm for Static and Dynamic Information Organization. J. Graph Algorithms Appl. 8: 95-129 (2004) - 2003
- [j6]James Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai:
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37(1): 31-47 (2003) - [j5]Javed A. Aslam, Qun Li, Daniela Rus:
Three power-aware routing algorithms for sensor networks. Wirel. Commun. Mob. Comput. 3(2): 187-208 (2003) - [c25]Javed A. Aslam, Virgiliu Pavlu, Robert Savell:
A unified model for metasearch, pooling, and system evaluation. CIKM 2003: 484-491 - [c24]Qun Li, Javed A. Aslam, Daniela Rus:
Distributed Energy-conserving Routing Protocols. HICSS 2003: 301 - [c23]Javed A. Aslam, Sergey Bratus, David Kotz, Ronald A. Peterson, Daniela Rus, Brett Tofel:
The Kerf toolkit for intrusion analysis. IAW 2003: 301-302 - [c22]Javed A. Aslam, Zack J. Butler, Florin Constantin, Valentino Crespi, George Cybenko, Daniela Rus:
Tracking a moving object with a binary sensor network. SenSys 2003: 150-161 - [c21]Javed A. Aslam, Robert Savell:
On the effectiveness of evaluating retrieval systems in the absence of relevance judgments. SIGIR 2003: 361-362 - [c20]Javed A. Aslam, Virgiliu Pavlu, Robert Savell:
A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm. SIGIR 2003: 393-394 - [c19]Javed A. Aslam, Meredith Frost:
An information-theoretic measure for document similarity. SIGIR 2003: 449-450 - 2002
- [c18]Mark H. Montague, Javed A. Aslam:
Condorcet fusion for improved retrieval. CIKM 2002: 538-548 - [i1]Javed A. Aslam, April Rasala, Clifford Stein, Neal E. Young:
Improved Bicriteria Existence Theorems for Scheduling. CoRR cs.DS/0205008 (2002) - 2001
- [c17]Mark H. Montague, Javed A. Aslam:
Relevance Score Normalization for Metasearch. CIKM 2001: 427-433 - [c16]Qun Li, Javed A. Aslam, Daniela Rus:
Online power-aware routing in wireless Ad-hoc networks. MobiCom 2001: 97-107 - [c15]Javed A. Aslam, Mark H. Montague:
Models for Metasearch. SIGIR 2001: 275-284 - [c14]Javed A. Aslam, Mark H. Montague:
Metasearch Consistency. SIGIR 2001: 386-387 - 2000
- [c13]Javed A. Aslam, Katya Pelekhov, Daniela Rus:
Using Star Clusters for Filtering. CIKM 2000: 306-313 - [c12]Javed A. Aslam:
Improving Algorithms for Boosting. COLT 2000: 200-207 - [c11]Jay Aslam, Frederick Reiss, Daniela Rus:
Scalable Information Organization Information Retrieval. RIAO 2000: 1033-1042 - [c10]Javed A. Aslam, Mark H. Montague:
Bayes optimal metasearch: a probabilistic model for combining the results. SIGIR 2000: 379-381 - [c9]Javed A. Aslam, Alain Leblanc, Clifford Stein:
Clustering Data without Prior Knowledge. WAE 2000: 74-86
1990 – 1999
- 1999
- [c8]Javed A. Aslam, Katya Pelekhov, Daniela Rus:
A Practical Clustering Algorithm for Static and Dynamic Information Organization. SODA 1999: 51-60 - [c7]Javed A. Aslam, April Rasala, Clifford Stein, Neal E. Young:
Improved Bicriteria Existence Theorems for Scheduling. SODA 1999: 846-847 - 1998
- [j4]Javed A. Aslam, Scott E. Decatur:
General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Boosting. Inf. Comput. 141(2): 85-118 (1998) - [j3]Javed A. Aslam, Scott E. Decatur:
Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. J. Comput. Syst. Sci. 56(2): 191-208 (1998) - [c6]Javed A. Aslam, Katya Pelekhov, Daniela Rus:
Static and Dynamic Information Organization with Star Clusters. CIKM 1998: 208-217 - [c5]Javed A. Aslam, Katya Pelekhov, Daniela Rus:
Generating, Visualizing, and Evaluating High-Quality Clusters for Information Organization. PODDP 1998: 53-69 - 1996
- [j2]Javed A. Aslam, Scott E. Decatur:
On the Sample Complexity of Noise-Tolerant Learning. Inf. Process. Lett. 57(4): 189-195 (1996) - 1995
- [b1]Javed A. Aslam:
Noise tolerant algorithms for learning and searching. Massachusetts Institute of Technology, Cambridge, MA, USA, 1995 - [c4]Javed A. Aslam, Scott E. Decatur:
Specification and Simulation of Statistical Query Algorithms for Efficiency and Noise Tolerance. COLT 1995: 437-446 - 1993
- [j1]Javed A. Aslam, Aditi Dhagat:
On-Line Algorithms for 2-Coloring Hypergraphs Via Chip Games. Theor. Comput. Sci. 112(2): 355-369 (1993) - [c3]Javed A. Aslam, Scott E. Decatur:
General Bounds on Statistical Query Learning and PAC Learning with Noise via Hypothesis Bounding. FOCS 1993: 282-291 - 1991
- [c2]Javed A. Aslam, Aditi Dhagat:
Searching in the Presence of Linearly Bounded Errors (Extended Abstract). STOC 1991: 486-493 - 1990
- [c1]Javed A. Aslam, Ronald L. Rivest:
Inferring Graphs from Walks. COLT 1990: 359-370
Coauthor Index
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