Optimization

Equilibrium aggregation: encoding sets via optimization UAI 2022 Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization AAAI 2022 ErfAct and Pserf: Non-monotonic Smooth Trainable Activation Functions AAAI 2022 Error Amplification When Updating Deployed Machine Learning Models MLHC 2022 Error Analysis of Tensor-Train Cross Approximation NeurIPS 2022 Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass ICML 2022 Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems ICLR 2022 Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data NeurIPS 2022 Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning NeurIPS 2022 Estimating and Penalizing Induced Preference Shifts in Recommender Systems ICML 2022 Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NeurIPS 2022 Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models ICML 2022 Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing ICML 2022 Evading Adversarial Example Detection Defenses with Orthogonal Projected Gradient Descent ICLR 2022 Evolutionary Approach to Security Games with Signaling IJCAI 2022 Evolutionary Variational Optimization of Generative Models JMLR 2022 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022 Exact Optimal Accelerated Complexity for Fixed-Point Iterations ICML 2022 Execution-based Evaluation for Data Science Code Generation Models EMNLP 2022 Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks JMLR 2022 Expected Improvement for Contextual Bandits NeurIPS 2022 Explicit Alignment Learning for Neural Machine Translation IJCAI 2022 Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods JMLR 2022 Exploiting Invariance in Training Deep Neural Networks AAAI 2022 Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping NeurIPS 2022