Theory

A mathematical model for automatic differentiation in machine learning NeurIPS 2020 A Matrix Chernoff Bound for Markov Chains and Its Application to Co-occurrence Matrices NeurIPS 2020 A matter of framing: The impact of linguistic formalism on probing results EMNLP 2020 A Mean Field Analysis Of Deep ResNet And Beyond: Towards Provably Optimization Via Overparameterization From Depth ICML 2020 Analogy Between Concepts (Extended Abstract) IJCAI 2020 Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry NeurIPS 2020 An Analysis Framework for Metric Voting based on LP Duality AAAI 2020 A Nearly Optimal Variant of the Perceptron Algorithm for the Uniform Distribution on the Unit Sphere COLT 2020 An Empirical Comparison of Unsupervised Constituency Parsing Methods ACL 2020 An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits NeurIPS 2020 An Evaluation Method for Diachronic Word Sense Induction EMNLP 2020 A new convergent variant of Q-learning with linear function approximation NeurIPS 2020 A Non-Asymptotic Analysis for Stein Variational Gradient Descent NeurIPS 2020 A nonasymptotic law of iterated logarithm for general M-estimators AISTATS 2020 A Numerical Measure of the Instability of Mapper-Type Algorithms JMLR 2020 A Penny for Your Thoughts: The Value of Communication in Ad Hoc Teamwork IJCAI 2020 Approximate Cross-validation: Guarantees for Model Assessment and Selection AISTATS 2020 Approximate Representer Theorems in Non-reflexive Banach Spaces ALT 2020 Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network ICML 2020 Approximation Capabilities of Neural ODEs and Invertible Residual Networks ICML 2020 A Practical Approach to Forgetting in Description Logics with Nominals AAAI 2020 A Robust Functional EM Algorithm for Incomplete Panel Count Data NeurIPS 2020 A simple repair mechanism can alleviate computational demands of pragmatic reasoning: simulations and complexity analysis CoNLL 2020 Assessing Local Generalization Capability in Deep Models AISTATS 2020 Associative Memory in Iterated Overparameterized Sigmoid Autoencoders ICML 2020