Theory

Are we there yet? Encoder-decoder neural networks as cognitive models of English past tense inflection ACL 2019 A rotation-equivariant convolutional neural network model of primary visual cortex ICLR 2019 A Simple Theoretical Model of Importance for Summarization ACL 2019 A Solvable High-Dimensional Model of GAN NeurIPS 2019 Assessing the Semantic Space Bias Caused by ASR Error Propagation and its Effect on Spoken Document Summarization Interspeech 2019 A Swiss Army Infinitesimal Jackknife AISTATS 2019 Asymmetric Valleys: Beyond Sharp and Flat Local Minima NeurIPS 2019 Asymptotics for Sketching in Least Squares Regression NeurIPS 2019 A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019 A Theory of Regularized Markov Decision Processes ICML 2019 A Theory of State Abstraction for Reinforcement Learning AAAI 2019 A Tighter Analysis of Randomised Policy Iteration UAI 2019 A Topological Regularizer for Classifiers via Persistent Homology AISTATS 2019 A Tour of Convolutional Networks Guided by Linear Interpreters ICCV 2019 Attention is not Explanation NAACL 2019 A unified theory for the origin of grid cells through the lens of pattern formation NeurIPS 2019 A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs ICLR 2019 Axiomatic Characterization of Data-Driven Influence Measures for Classification AAAI 2019 Belief Change and Non-Monotonic Reasoning Sans Compactness AAAI 2019 Best Answers over Incomplete Data : Complexity and First-Order Rewritings IJCAI 2019 Bias-Variance Trade-Off in Hierarchical Probabilistic Models Using Higher-Order Feature Interactions AAAI 2019 BIRD: Engineering an Efficient CNF-XOR SAT Solver and Its Applications to Approximate Model Counting AAAI 2019 Bit-Flip Attack: Crushing Neural Network With Progressive Bit Search ICCV 2019 Blind Demixing via Wirtinger Flow with Random Initialization AISTATS 2019 Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces ICLR 2019