Mathematics & Optimization

Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization ICML 2022 Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity NeurIPS 2022 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 Branch & Learn for Recursively and Iteratively Solvable Problems in Predict+Optimize NeurIPS 2022 Breaking the √T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits ICML 2022 Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows AAAI 2022 Bregman Power k-Means for Clustering Exponential Family Data ICML 2022 Bregman Proximal Langevin Monte Carlo via Bregman-Moreau Envelopes ICML 2022 Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms NeurIPS 2022 Bring Your Own Algorithm for Optimal Differentially Private Stochastic Minimax Optimization NeurIPS 2022 BR-SNIS: Bias Reduced Self-Normalized Importance Sampling NeurIPS 2022 BScNets: Block Simplicial Complex Neural Networks AAAI 2022 Budgeted Sequence Submodular Maximization IJCAI 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 Camera Pose Estimation Using Implicit Distortion Models CVPR 2022 Can Buyers Reveal for a Better Deal? IJCAI 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