Theory

On the Consistency of Quick Shift NeurIPS 2017 On the Expressive Power of Deep Neural Networks ICML 2017 On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networks NeurIPS 2017 On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017 On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit ICML 2017 On the Kernelization of Global Constraints IJCAI 2017 On the Optimization Landscape of Tensor Decompositions NeurIPS 2017 Open Problem: First-Order Regret Bounds for Contextual Bandits COLT 2017 Optimal Sample Complexity of M-wise Data for Top-K Ranking NeurIPS 2017 Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation Models EMNLP 2017 Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation AISTATS 2017 Preserving Distributional Information in Dialogue Act Classification EMNLP 2017 Probabilistic Completeness of Randomized Possibility Graphs Applied to Bipedal Walking in Semi-unstructured Environments RSS 2017 Probability Bounds for Overlapping Coalition Formation IJCAI 2017 Qualitative Differences in L3 Learners’ Neurophysiological Response to L1 versus L2 Transfer Interspeech 2017 Query Conservative Extensions in Horn Description Logics with Inverse Roles IJCAI 2017 Rank Determination for Low-Rank Data Completion JMLR 2017 Recall is the Proper Evaluation Metric for Word Segmentation IJCNLP 2017 Recognizing Top-Monotonic Preference Profiles in Polynomial Time IJCAI 2017 Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning ICML 2017 Reformulating Queries: Theory and Practice IJCAI 2017 Restricted Chase (Non)Termination for Existential Rules with Disjunctions IJCAI 2017 Revisiting Unrestricted Rebut and Preferences in Structured Argumentation. IJCAI 2017 Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes NeurIPS 2017 Safe Inductions: An Algebraic Study IJCAI 2017