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Publication search results
found 39 matches
- 2019
- Hasan Abasi, Nader H. Bshouty:
On Learning Graphs with Edge-Detecting Queries. ALT 2019: 3-30 - Karim T. Abou-Moustafa, Csaba Szepesvári:
An Exponential Efron-Stein Inequality for Lq Stable Learning Rules. ALT 2019: 31-63 - Mastane Achab, Anna Korba, Stéphan Clémençon:
Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach. ALT 2019: 64-93 - Juliette Achdou, Joseph Lam-Weil, Alexandra Carpentier, Gilles Blanchard:
A minimax near-optimal algorithm for adaptive rejection sampling. ALT 2019: 94-126 - Alexandr Andoni, Rishabh Dudeja, Daniel Hsu, Kiran Vodrahalli:
Attribute-efficient learning of monomials over highly-correlated variables. ALT 2019: 127-161 - Idan Attias, Aryeh Kontorovich, Yishay Mansour:
Improved Generalization Bounds for Robust Learning. ALT 2019: 162-183 - Peter L. Bartlett, Victor Gabillon, Michal Valko:
A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption. ALT 2019: 184-206 - Nader H. Bshouty, Catherine A. Haddad-Zaknoon:
Adaptive Exact Learning of Decision Trees from Membership Queries. ALT 2019: 207-234 - Brian Bullins, Elad Hazan, Adam Kalai, Roi Livni:
Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning. ALT 2019: 235-246 - Nicolò Cesa-Bianchi, Tommaso Cesari, Vianney Perchet:
Dynamic Pricing with Finitely Many Unknown Valuations. ALT 2019: 247-273 - Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth:
Online Non-Additive Path Learning under Full and Partial Information. ALT 2019: 274-299 - Andrew Cotter, Heinrich Jiang, Karthik Sridharan:
Two-Player Games for Efficient Non-Convex Constrained Optimization. ALT 2019: 300-332 - Amit Daniely, Yishay Mansour:
Competitive ratio vs regret minimization: achieving the best of both worlds. ALT 2019: 333-368 - Alexander Durgin, Brendan Juba:
Hardness of Improper One-Sided Learning of Conjunctions For All Uniformly Falsifiable CSPs. ALT 2019: 369-382 - Ekaterina B. Fokina, Timo Kötzing, Luca San Mauro:
Limit Learning Equivalence Structures. ALT 2019: 383-403 - Pierre Gaillard, Sébastien Gerchinovitz, Malo Huard, Gilles Stoltz:
Uniform regret bounds over Rd for the sequential linear regression problem with the square loss. ALT 2019: 404-432 - Aurélien Garivier, Satyen Kale:
Algorithmic Learning Theory 2019: Preface. ALT 2019: 1-2 - Peter D. Grünwald, Nishant A. Mehta:
A tight excess risk bound via a unified PAC-Bayesian-Rademacher-Shtarkov-MDL complexity. ALT 2019: 433-465 - Steve Hanneke, Aryeh Kontorovich:
A Sharp Lower Bound for Agnostic Learning with Sample Compression Schemes. ALT 2019: 489-505 - Steve Hanneke, Aryeh Kontorovich, Menachem Sadigurschi:
Sample Compression for Real-Valued Learners. ALT 2019: 466-488 - David G. Kirkpatrick, Hans Ulrich Simon, Sandra Zilles:
Optimal Collusion-Free Teaching. ALT 2019: 506-528 - Tor Lattimore, Csaba Szepesvári:
Cleaning up the neighborhood: A full classification for adversarial partial monitoring. ALT 2019: 529-556 - Gábor Lugosi, Gergely Neu, Julia Olkhovskaya:
Online Influence Maximization with Local Observations. ALT 2019: 557-580 - Saeed Mahloujifar, Mohammad Mahmoody:
Can Adversarially Robust Learning LeverageComputational Hardness? ALT 2019: 581-609 - Odalric-Ambrym Maillard:
Sequential change-point detection: Laplace concentration of scan statistics and non-asymptotic delay bounds. ALT 2019: 610-632 - Ido Nachum, Amir Yehudayoff:
Average-Case Information Complexity of Learning. ALT 2019: 633-646 - Mohamed Ndaoud:
Interplay of minimax estimation and minimax support recovery under sparsity. ALT 2019: 647-668 - Frank Nussbaum, Joachim Giesen:
Ising Models with Latent Conditional Gaussian Variables. ALT 2019: 669-681 - Henry W. J. Reeve, Ata Kabán:
Exploiting geometric structure in mixture proportion estimation with generalised Blanchard-Lee-Scott estimators. ALT 2019: 682-699 - Aadirupa Saha, Aditya Gopalan:
PAC Battling Bandits in the Plackett-Luce Model. ALT 2019: 700-737
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