Mathematics & Optimization

Causal Effect Identification in Uncertain Causal Networks NeurIPS 2023 Causal information splitting: Engineering proxy features for robustness to distribution shifts UAI 2023 CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation NSDI 2023 Chordal Averaging on Flag Manifolds and Its Applications ICCV 2023 Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback OSDI 2023 Circuit Minimization with QBF-Based Exact Synthesis AAAI 2023 City-Scale Pollution Aware Traffic Routing by Sampling Max Flows Using MCMC AAAI 2023 CKS: A Community-Based K-shell Decomposition Approach Using Community Bridge Nodes for Influence Maximization (Student Abstract) AAAI 2023 Class Fairness in Online Matching AAAI 2023 CLIP-OGD: An Experimental Design for Adaptive Neyman Allocation in Sequential Experiments NeurIPS 2023 Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NeurIPS 2023 Closing the gap between the upper bound and lower bound of Adam's iteration complexity NeurIPS 2023 ClusterFuG: Clustering Fully connected Graphs by Multicut ICML 2023 Clustering above Exponential Families with Tempered Exponential Measures AISTATS 2023 Clustering What Matters: Optimal Approximation for Clustering with Outliers AAAI 2023 Clustering with Tangles: Algorithmic Framework and Theoretical Guarantees JMLR 2023 CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure AutoML 2023 CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ACL 2023 CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023 Code-Aware Cross-Program Transfer Hyperparameter Optimization AAAI 2023 CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra NeurIPS 2023 Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator ICML 2023 Collusion-Proof and Sybil-Proof Reward Mechanisms for Query Incentive Networks AAAI 2023 Combinatorial categorized bandits with expert rankings UAI 2023 Combinatorial Causal Bandits AAAI 2023