Abstract is missing.
- Algorithmic Learning Theory (ALT) 2017: PrefaceSteve Hanneke, Lev Reyzin. 1-2 [doi]
- New bounds on the price of bandit feedback for mistake-bounded online multiclass learningPhilip M. Long. 3-10 [doi]
- Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighboursHenry W. J. Reeve, Gavin Brown 0001. 11-56 [doi]
- Universality of Bayesian mixture predictorsDaniil Ryabko. 57-71 [doi]
- Erasing Pattern Languages Distinguishable by a Finite Number of StringsFahimeh Bayeh, Ziyuan Gao, Sandra Zilles. 72-108 [doi]
- Non-Adaptive Randomized Algorithm for Group TestingNader H. Bshouty, Nuha Diab, Shada R. Kawar, Robert J. Shahla. 109-128 [doi]
- Automatic Learning from Repetitive TextsRupert Hölzl, Sanjay Jain, Philipp Schlicht, Karen Seidel, Frank Stephan 0001. 129-150 [doi]
- Boundary Crossing for General Exponential FamiliesOdalric-Ambrym Maillard. 151-184 [doi]
- Preference-based Teaching of Unions of Geometric ObjectsZiyuan Gao, David G. Kirkpatrick, Christoph Ries, Hans-Ulrich Simon, Sandra Zilles. 185-207 [doi]
- Specifying a positive threshold function via extremal pointsVadim V. Lozin, Igor Razgon, Viktor Zamaraev, Elena Zamaraeva, Nikolai Yu. Zolotykh. 208-222 [doi]
- A minimax and asymptotically optimal algorithm for stochastic banditsPierre Ménard, Aurélien Garivier. 223-237 [doi]
- Graph Verification with a Betweenness OracleMano Vikash Janardhanan. 238-249 [doi]
- Lifelong Learning in Costly Feature SpacesMaria-Florina Balcan, Avrim Blum, Vaishnavh Nagarajan. 250-287 [doi]
- Collaborative Clustering: Sample Complexity and Efficient AlgorithmsJungseul Ok, Se-Young Yun, Alexandre Proutière, Rami Mochaourab. 288-329 [doi]
- Parameter identification in Markov chain choice modelsArushi Gupta, Daniel Hsu. 330-340 [doi]
- The Complexity of Explaining Neural Networks Through (group) InvariantsDanielle Ensign, Scott Neville, Arnab Paul, Suresh Venkatasubramanian. 341-359 [doi]
- An efficient query learning algorithm for zero-suppressed binary decision diagramsHayato Mizumoto, Shota Todoroki, Diptarama, Ryo Yoshinaka, Ayumi Shinohara. 360-371 [doi]
- Soft-Bayes: Prod for Mixtures of Experts with Log-LossLaurent Orseau, Tor Lattimore, Shane Legg. 372-399 [doi]
- Hypotheses testing on infinite random graphsDaniil Ryabko. 400-411 [doi]
- Scale-Invariant Unconstrained Online LearningWojciech Kotlowski. 412-433 [doi]
- Learning MSO-definable hypotheses on stringsMartin Grohe, Christof Löding, Martin Ritzert. 434-451 [doi]
- The Power of Random CounterexamplesDana Angluin, Tyler Dohrn. 452-465 [doi]
- A Strongly Quasiconvex PAC-Bayesian BoundNiklas Thiemann, Christian Igel, Olivier Wintenberger, Yevgeny Seldin. 466-492 [doi]
- Normal Forms in Semantic Language IdentificationTimo Kötzing, Martin Schirneck, Karen Seidel. 493-516 [doi]
- Efficient tracking of a growing number of expertsJaouad Mourtada, Odalric-Ambrym Maillard. 517-539 [doi]
- 1 Approximation and Learning of Self-Bounding FunctionsVitaly Feldman, Pravesh Kothari, Jan Vondrák. 540-559 [doi]
- Relative Error Embeddings of the Gaussian Kernel DistanceDi Chen, Jeff M. Phillips. 560-576 [doi]
- Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label LearningAlan Fern, Robby Goetschalckx, Mandana Hamidi-Haines, Prasad Tadepalli. 577-592 [doi]
- Structured Best Arm Identification with Fixed ConfidenceRuitong Huang, Mohammad M. Ajallooeian, Csaba Szepesvári, Martin Müller 0003. 593-616 [doi]
- On Compressive Ensemble Induced Regularisation: How Close is the Finite Ensemble Precision Matrix to the Infinite Ensemble?Ata Kabán. 617-628 [doi]
- Dealing with Range Anxiety in Mean Estimation via Statistical QueriesVitaly Feldman. 629-640 [doi]
- Learning from Networked ExamplesYuyi Wang, Zheng-Chu Guo, Jan Ramon. 641-666 [doi]
- PAC Learning Depth-3 $\textrm{AC}^0$ Circuits of Bounded Top FaninNing Ding, Yanli Ren, Dawu Gu. 667-680 [doi]
- A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational BoundsPooria Joulani, András György, Csaba Szepesvári. 681-720 [doi]