Mathematics

Bounding and Approximating Intersectional Fairness through Marginal Fairness NeurIPS 2022 Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets JMLR 2022 Bounds on Causal Effects and Application to High Dimensional Data AAAI 2022 Bregman Power k-Means for Clustering Exponential Family Data ICML 2022 BR-SNIS: Bias Reduced Self-Normalized Importance Sampling NeurIPS 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps ICLR 2022 ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022 Byzantine Spectral Ranking NeurIPS 2022 C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery NSDI 2022 Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs AAAI 2022 Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem? NeurIPS 2022 Capturing Graphs with Hypo-Elliptic Diffusions NeurIPS 2022 Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical Variables AAAI 2022 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 CGLB: Benchmark Tasks for Continual Graph Learning NeurIPS 2022 Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs Algorithm AISTATS 2022 Characterizing Idioms: Conventionality and Contingency ACL 2022 Cheat Codes to Quantify Missing Source Information in Neural Machine Translation NAACL 2022 Chunk Dynamic Updating for Group Lasso with ODEs AAAI 2022 Classification-Then-Grounding: Reformulating Video Scene Graphs As Temporal Bipartite Graphs CVPR 2022 C-MinHash: Improving Minwise Hashing with Circulant Permutation ICML 2022 Combating Collusion Rings Is Hard but Possible AAAI 2022