Optimization

Compact Autoregressive Network AAAI 2020 Complementary-View Multiple Human Tracking AAAI 2020 Complexity Guarantees for Polyak Steps with Momentum COLT 2020 Complexity of Finding Stationary Points of Nonconvex Nonsmooth Functions ICML 2020 Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020 Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation Interspeech 2020 Computing Superior Counter-Examples for Conformant Planning AAAI 2020 Computing Team-Maxmin Equilibria in Zero-Sum Multiplayer Extensive-Form Games AAAI 2020 Concentration of Distortion: The Value of Extra Voters in Randomized Social Choice IJCAI 2020 Conformal Symplectic and Relativistic Optimization NeurIPS 2020 Conic Descent and its Application to Memory-efficient Optimization over Positive Semidefinite Matrices NeurIPS 2020 Conic Optimization for Quadratic Regression Under Sparse Noise JMLR 2020 Conjugate Gradients for Kernel Machines JMLR 2020 Conquering the CNN Over-Parameterization Dilemma: A Volterra Filtering Approach for Action Recognition AAAI 2020 CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus CVPR 2020 Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020 Consistent Plug-in Classifiers for Complex Objectives and Constraints NeurIPS 2020 Consistent Response Generation with Controlled Specificity EMNLP 2020 Constant-Expansion Suffices for Compressed Sensing with Generative Priors NeurIPS 2020 Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data JMLR 2020 Constrained episodic reinforcement learning in concave-convex and knapsack settings NeurIPS 2020 Constrained Policy Improvement for Efficient Reinforcement Learning IJCAI 2020 Context Mover’s Distance & Barycenters: Optimal Transport of Contexts for Building Representations AISTATS 2020 Contextual Reserve Price Optimization in Auctions via Mixed Integer Programming NeurIPS 2020 Continual Learning in Low-rank Orthogonal Subspaces NeurIPS 2020