Skip to content
conftrace_

Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1
52
352
828
3,646
5,854
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System IJCAI 2021 A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) AAAI 2021 A Mixture-of-Experts Model for Antonym-Synonym Discrimination ACL 2021 Amnesiac Machine Learning AAAI 2021 A Modular Analysis of Provable Acceleration via Polyak’s Momentum: Training a Wide ReLU Network and a Deep Linear Network ICML 2021 Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification AISTATS 2021 Amortized Conditional Normalized Maximum Likelihood: Reliable Out of Distribution Uncertainty Estimation ICML 2021 Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate NeurIPS 2021 A multilabel approach to morphosyntactic probing EMNLP 2021 A Multinomial Processing Tree Model of RC Attachment NAACL 2021 A Multivariate Complexity Analysis of the Material Consumption Scheduling Problem AAAI 2021 An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo AISTATS 2021 An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial Markets IJCAI 2021 An algorithmic view of L2 regularization and some path-following algorithms JMLR 2021 An Alternative Probabilistic Interpretation of the Huber Loss CVPR 2021 Analysing the Noise Model Error for Realistic Noisy Label Data AAAI 2021 Analysis and Tuning of a Voice Assistant System for Dysfluent Speech Interspeech 2021 Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021 Analysis of one-hidden-layer neural networks via the resolvent method NeurIPS 2021 Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model NeurIPS 2021 Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control L4DC 2021 Analytical Study of Momentum-Based Acceleration Methods in Paradigmatic High-Dimensional Non-Convex Problems NeurIPS 2021 Analytic Insights into Structure and Rank of Neural Network Hessian Maps NeurIPS 2021 Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II NeurIPS 2021 Analyzing Curriculum Learning for Sentiment Analysis along Task Difficulty, Pacing and Visualization Axes EACL 2021