Mathematics & Optimization

Evolutionary Topology Search for Tensor Network Decomposition ICML 2020 Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm AAAI 2020 Experimental Design for Optimization of Orthogonal Projection Pursuit Models AAAI 2020 Explicit Gradient Learning for Black-Box Optimization ICML 2020 Exploiting Conic Affinity Measures to Design Speech Enhancement Systems Operating in Unseen Noise Conditions Interspeech 2020 Exploiting Higher Order Smoothness in Derivative-free Optimization and Continuous Bandits NeurIPS 2020 Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint L4DC 2020 Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020 Exploration by Optimisation in Partial Monitoring COLT 2020 Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits ICML 2020 Exploratory Combinatorial Optimization with Reinforcement Learning AAAI 2020 Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling NeurIPS 2020 Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020 Exponentiated Gradient Meets Gradient Descent ALT 2020 Extended Conjunctive Normal Form and An Efficient Algorithm for Cardinality Constraints IJCAI 2020 Extrapolating the profile of a finite population COLT 2020 Eyes-Closed Safety Kernels: Safety of Autonomous Systems Under Loss of Observability RSS 2020 Facility Location Problem with Capacity Constraints: Algorithmic and Mechanism Design Perspectives AAAI 2020 Factor Graph Grammars NeurIPS 2020 Factor Graph Neural Networks NeurIPS 2020 Fair Division of Time: Multi-layered Cake Cutting IJCAI 2020 Fair Division: The Computer Scientist’s Perspective IJCAI 2020 Fair Division Through Information Withholding AAAI 2020 Fairness in Streaming Submodular Maximization: Algorithms and Hardness NeurIPS 2020 Fair regression with Wasserstein barycenters NeurIPS 2020