Mathematics & Optimization

Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NeurIPS 2022 Estimating the Entropy of Linguistic Distributions ACL 2022 Estimating transfer entropy under long ranged dependencies UAI 2022 Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing ICML 2022 Estimation of Entropy in Constant Space with Improved Sample Complexity NeurIPS 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022 Evaluating Extreme Hierarchical Multi-label Classification ACL 2022 Evolutionary Diversity Optimization with Clustering-based Selection for Reinforcement Learning ICLR 2022 Exact Community Recovery in Correlated Stochastic Block Models COLT 2022 Exact Community Recovery over Signed Graphs AISTATS 2022 Exact Learning of Preference Structure: Single-peaked Preferences and Beyond ICML 2022 Exact Optimal Accelerated Complexity for Fixed-Point Iterations ICML 2022 Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022 Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation JMLR 2022 Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022 Expected Frequency Matrices of Elections: Computation, Geometry, and Preference Learning NeurIPS 2022 Expected Regret and Pseudo-Regret are Equivalent When the Optimal Arm is Unique JMLR 2022 Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022 Explaining Preferences by Multiple Patterns in Voters’ Behavior IJCAI 2022 Explaining Soft-Goal Conflicts through Constraint Relaxations IJCAI 2022 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NeurIPS 2022 Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods JMLR 2022 Exploitability Minimization in Games and Beyond NeurIPS 2022 Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022