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Alex Kulesza
Alex Kulesza
Research Scientist, Google
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
A theory of learning from different domains
S Ben-David, J Blitzer, K Crammer, A Kulesza, F Pereira, JW Vaughan
Machine learning 79 (1), 151-175, 2010
24012010
Determinantal point processes for machine learning
A Kulesza, B Taskar
Foundations and TrendsŪ in Machine Learning 5 (2–3), 123-286, 2012
8712012
Learning bounds for domain adaptation
J Blitzer, K Crammer, A Kulesza, F Pereira, J Wortman
Advances in neural information processing systems 20, 2007
4662007
Confidence estimation for machine translation
J Blatz, E Fitzgerald, G Foster, S Gandrabur, C Goutte, A Kulesza, ...
Coling 2004: Proceedings of the 20th international conference on …, 2004
4102004
Adaptive regularization of weight vectors
K Crammer, A Kulesza, M Dredze
Advances in neural information processing systems 22, 2009
3442009
k-DPPs: Fixed-size determinantal point processes
A Kulesza, B Taskar
ICML, 2011
2482011
Structured learning with approximate inference
A Kulesza, F Pereira
Advances in neural information processing systems 20, 2007
1782007
Structured determinantal point processes
A Kulesza, B Taskar
Proc. NIPS, 2010
1432010
Multi-domain learning by confidence-weighted parameter combination
M Dredze, A Kulesza, K Crammer
Machine Learning 79 (1), 123-149, 2010
1272010
A learning approach to improving sentence-level MT evaluation
A Kulesza, SM Shieber
Proceedings of the 10th International Conference on Theoretical and …, 2004
1252004
Adaptive regularization of weight vectors
K Crammer, A Kulesza, M Dredze
Machine learning 91 (2), 155-187, 2013
1242013
Near-optimal map inference for determinantal point processes
J Gillenwater, A Kulesza, B Taskar
Advances in Neural Information Processing Systems 25, 2012
1222012
Learning determinantal point processes
A Kulesza, B Taskar
1212011
A repository of state of the art and competitive baseline summaries for generic news summarization
K Hong, J Conroy, B Favre, A Kulesza, H Lin, A Nenkova
Proceedings of the Ninth International Conference on Language Resources and …, 2014
1202014
The dependence of effective planning horizon on model accuracy
N Jiang, A Kulesza, S Singh, R Lewis
Proceedings of the 2015 International Conference on Autonomous Agents and …, 2015
1082015
Discovering diverse and salient threads in document collections
J Gillenwater, A Kulesza, B Taskar
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural …, 2012
982012
Multi-class confidence weighted algorithms
K Crammer, M Dredze, A Kulesza
Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009
962009
Empirical limitations on high-frequency trading profitability
M Kearns, A Kulesza, Y Nevmyvaka
The Journal of Trading 5 (4), 50-62, 2010
952010
Expectation-maximization for learning determinantal point processes
JA Gillenwater, A Kulesza, E Fox, B Taskar
Advances in Neural Information Processing Systems 27, 2014
872014
Abstraction selection in model-based reinforcement learning
N Jiang, A Kulesza, S Singh
International Conference on Machine Learning, 179-188, 2015
622015
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