Gábor Bartók

According to our database, Gábor Bartók authored at least 22 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

SmartChoices: Augmenting Software with Learned Implementations.

Daniel Golovin, Gábor Bartók, Eric Chen, Emily Donahue, Tzu-Kuo Huang, Efi Kokiopoulou, Ruoyan Qin, Nikhil Sarda, Justin Sybrandt, Vincent Tjeng

CoRR, 2023

2020

Task-Aware Performance Prediction for Efficient Architecture Search.

Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Ranking architectures using meta-learning.

Alina Dubatovka, Efi Kokiopoulou, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent

CoRR, 2019

Gumbel-Matrix Routing for Flexible Multi-task Learning.

Krzysztof Maziarz, Efi Kokiopoulou, Andrea Gesmundo, Luciano Sbaiz, Gábor Bartók, Jesse Berent

CoRR, 2019

Fast Task-Aware Architecture Inference.

Efi Kokiopoulou, Anja Hauth, Luciano Sbaiz, Andrea Gesmundo, Gábor Bartók, Jesse Berent

CoRR, 2019

2016

Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits.

Gergely Neu, Gábor Bartók

J. Mach. Learn. Res., 2016

2015

Incentivizing Users for Balancing Bike Sharing Systems.

Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Partial Monitoring - Classification, Regret Bounds, and Algorithms.

Gábor Bartók, Dean P. Foster, Dávid Pál, Alexander Rakhlin, Csaba Szepesvári

Math. Oper. Res., 2014

Efficient Partial Monitoring with Prior Information.

Hastagiri P. Vanchinathan, Gábor Bartók, Andreas Krause

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Near-Optimally Teaching the Crowd to Classify.

Adish Singla, Ilija Bogunovic, Gábor Bartók, Amin Karbasi, Andreas Krause

Proceedings of the 31th International Conference on Machine Learning, 2014

Contextual Procurement in Online Crowdsourcing Markets.

Adish Singla, Ian Lienert, Gábor Bartók, Andreas Krause

Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

2013

Toward a classification of finite partial-monitoring games.

András Antos, Gábor Bartók, Dávid Pál, Csaba Szepesvári

Theor. Comput. Sci., 2013

Online Learning with Costly Features and Labels.

Navid Zolghadr, Gábor Bartók, Russell Greiner, András György, Csaba Szepesvári

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

A near-optimal algorithm for finite partial-monitoring games against adversarial opponents.

Gábor Bartók

Proceedings of the COLT 2013, 2013

An Efficient Algorithm for Learning with Semi-bandit Feedback.

Gergely Neu, Gábor Bartók

Proceedings of the Algorithmic Learning Theory - 24th International Conference, 2013

2012

An adaptive algorithm for finite stochastic partial monitoring.

Gábor Bartók, Navid Zolghadr, Csaba Szepesvári

Proceedings of the 29th International Conference on Machine Learning, 2012

Partial Monitoring with Side Information.

Gábor Bartók, Csaba Szepesvári

Proceedings of the Algorithmic Learning Theory - 23rd International Conference, 2012

2011

Minimax Regret of Finite Partial-Monitoring Games in Stochastic Environments.

Gábor Bartók, Dávid Pál, Csaba Szepesvári

Proceedings of the COLT 2011, 2011

Non-trivial two-armed partial-monitoring games are bandits

András Antos, Gábor Bartók, Csaba Szepesvári

CoRR, 2011

2010

Models of active learning in group-structured state spaces.

Gábor Bartók, Csaba Szepesvári, Sandra Zilles

Inf. Comput., 2010

Toward a Classification of Finite Partial-Monitoring Games.

Gábor Bartók, Dávid Pál, Csaba Szepesvári

Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010

2008

Active Learning of Group-Structured Environments.

Gábor Bartók, Csaba Szepesvári, Sandra Zilles

Proceedings of the Algorithmic Learning Theory, 19th International Conference, 2008