Mathematics & Optimization

Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs NeurIPS 2021 Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021 Budget-Constrained Coalition Strategies with Discounting IJCAI 2021 Budgeted and Non-Budgeted Causal Bandits AISTATS 2021 Budget Feasible Mechanisms Over Graphs AAAI 2021 Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data ICML 2021 Caerus: NIMBLE Task Scheduling for Serverless Analytics NSDI 2021 Calculating the optimal step of arc-eager parsing for non-projective trees EACL 2021 Calibrated Adaptive Probabilistic ODE Solvers AISTATS 2021 Calibrated and Partially Calibrated Semi-Generalized Homographies ICCV 2021 Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression NeurIPS 2021 Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NeurIPS 2021 Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling AAAI 2021 Cardinality constrained submodular maximization for random streams NeurIPS 2021 Cardinality-Regularized Hawkes-Granger Model NeurIPS 2021 Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently AAAI 2021 Causal Bandits with Unknown Graph Structure NeurIPS 2021 Causal Identification with Matrix Equations NeurIPS 2021 Certainty Equivalent Perception-Based Control L4DC 2021 Certifying Parity Reasoning Efficiently Using Pseudo-Boolean Proofs AAAI 2021 ChaCha for Online AutoML ICML 2021 Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021 Chance-constrained quasi-convex optimization with application to data-driven switched systems control L4DC 2021 Changes in Glottal Source Parameter Values with Light to Moderate Physical Load Interspeech 2021 Characterizing the Loss Landscape in Non-Negative Matrix Factorization AAAI 2021