Mathematics & Optimization

Causal discovery under a confounder blanket UAI 2022 Causal Effect Identification with Context-specific Independence Relations of Control Variables AISTATS 2022 Causal Inference with Non-IID Data using Linear Graphical Models NeurIPS 2022 Causal inference with treatment measurement error: a nonparametric instrumental variable approach UAI 2022 CCCP is Frank-Wolfe in disguise NeurIPS 2022 Certified Symmetry and Dominance Breaking for Combinatorial Optimisation AAAI 2022 Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NeurIPS 2022 Cetus: Releasing P4 Programmers from the Chore of Trial and Error Compiling NSDI 2022 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 Chapter Ordering in Novels EMNLP 2022 Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022 Characterizing Idioms: Conventionality and Contingency ACL 2022 Chasing Convex Bodies and Functions with Black-Box Advice COLT 2022 Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 Chefs' Random Tables: Non-Trigonometric Random Features NeurIPS 2022 Choices Are Not Independent: Stackelberg Security Games with Nested Quantal Response Models AAAI 2022 Choosing Answers in Epsilon-Best-Answer Identification for Linear Bandits ICML 2022 Chromatic Correlation Clustering, Revisited NeurIPS 2022 Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022 cISP: A Speed-of-Light Internet Service Provider NSDI 2022 Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022 CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders NeurIPS 2022 Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise NeurIPS 2022 Closed-Form Diffeomorphic Transformations for Time Series Alignment ICML 2022 Clustering with Semidefinite Programming and Fixed Point Iteration JMLR 2022