Mathematics & Optimization

Integrated Optimization of Bipartite Matching and Its Stochastic Behavior: New Formulation and Approximation Algorithm via Min-cost Flow Optimization AAAI 2021 Intermediate Layer Optimization for Inverse Problems using Deep Generative Models ICML 2021 Interpretable Sequence Classification via Discrete Optimization AAAI 2021 Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021 Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021 Intervention Efficient Algorithms for Approximate Learning of Causal Graphs ALT 2021 Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021 Inverse Simulation: Reconstructing Dynamic Geometry of Clothed Humans via Optimal Control CVPR 2021 Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021 Is Information Density Uniform in Task-Oriented Dialogues? EMNLP 2021 Ising Model Selection Using ℓ_1-Regularized Linear Regression: A Statistical Mechanics Analysis NeurIPS 2021 Isolation Graph Kernel AAAI 2021 Iterative Connecting Probability Estimation for Networks NeurIPS 2021 Iteratively Reweighted Least Squares for Basis Pursuit with Global Linear Convergence Rate NeurIPS 2021 It was “all” for “nothing”: sharp phase transitions for noiseless discrete channels COLT 2021 Jerk-limited Real-time Trajectory Generation with Arbitrary Target States RSS 2021 Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021 Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing AAAI 2021 Jointly Learning Prices and Product Features IJCAI 2021 Joint Online Learning and Decision-making via Dual Mirror Descent ICML 2021 Joint Online Multichannel Acoustic Echo Cancellation, Speech Dereverberation and Source Separation Interspeech 2021 (Just) A Spoonful of Refinements Helps the Registration Error Go Down ICCV 2021 KALE Flow: A Relaxed KL Gradient Flow for Probabilities with Disjoint Support NeurIPS 2021 Keep Your Distance: Land Division With Separation IJCAI 2021 Kemeny Consensus Complexity IJCAI 2021