Optimization

An adaptive stochastic optimization algorithm for resource allocation ALT 2020 An ADMM Based Framework for AutoML Pipeline Configuration AAAI 2020 Analysis of One-to-One Matching Mechanisms via SAT Solving: Impossibilities for Universal Axioms AAAI 2020 An analytic theory of shallow networks dynamics for hinge loss classification NeurIPS 2020 An Asymptotic Rate for the LASSO Loss AISTATS 2020 A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020 Anderson Acceleration of Proximal Gradient Methods ICML 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 An Effective Optimization Method for Neural Machine Translation: The Case of English-Persian Bilingually Low-Resource Scenario AACL 2020 An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints AAAI 2020 An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models PGM 2020 An Efficient Subband Linear Prediction for LPCNet-Based Neural Synthesis Interspeech 2020 An EM Approach to Non-autoregressive Conditional Sequence Generation ICML 2020 An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise AISTATS 2020 A new inference approach for training shallow and deep generalized linear models of noisy interacting neurons NeurIPS 2020 An Expectation Maximisation Algorithm for Automated Cognate Detection CoNLL 2020 An Exponential Learning Rate Schedule for Deep Learning ICLR 2020 An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020 An Improved Analysis of Stochastic Gradient Descent with Momentum NeurIPS 2020 An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods NeurIPS 2020 An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction EMNLP 2020 An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020 An Interactive Visualization Platform for Deep Symbolic Regression IJCAI 2020 An Investigation of the Target Approximation Model for Tone Modeling and Recognition in Continuous Mandarin Speech Interspeech 2020 An Objective for Hierarchical Clustering in Euclidean Space and Its Connection to Bisecting K-means AAAI 2020