Theory

Pulling back information geometry AISTATS 2022 Putting WordNet’s Dictionary Examples in the Context of Definition Modelling: An Empirical Analysis AACL 2022 QCDCL with Cube Learning or Pure Literal Elimination - What is Best? IJCAI 2022 Quadric Hypersurface Intersection for Manifold Learning in Feature Space AISTATS 2022 Quantified Reproducibility Assessment of NLP Results ACL 2022 Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation ICLR 2022 Quantum Speedups of Optimizing Approximately Convex Functions with Applications to Logarithmic Regret Stochastic Convex Bandits NeurIPS 2022 Raison d’être of the benchmark dataset: A Survey of Current Practices of Benchmark Dataset Sharing Platforms ACL 2022 Randomized Stochastic Gradient Descent Ascent AISTATS 2022 Random Tensor Theory for Tensor Decomposition AAAI 2022 Rank Diminishing in Deep Neural Networks NeurIPS 2022 Rashomon Capacity: A Metric for Predictive Multiplicity in Classification NeurIPS 2022 Rate of Convergence of Polynomial Networks to Gaussian Processes COLT 2022 Realizable Learning is All You Need COLT 2022 Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NeurIPS 2022 Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion NeurIPS 2022 Recovering shared structure from multiple networks with unknown edge distributions JMLR 2022 Recovery and Generalization in Over-Realized Dictionary Learning JMLR 2022 Recursive Reinforcement Learning NeurIPS 2022 Redundant representations help generalization in wide neural networks NeurIPS 2022 Refined Lower Bounds for Nearest Neighbor Condensation ALT 2022 Regret Bounds for Stochastic Shortest Path Problems with Linear Function Approximation ICML 2022 Regret, stability & fairness in matching markets with bandit learners AISTATS 2022 Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits AAAI 2022 Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space NeurIPS 2022