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)

Iterative Calculus of Voting under Plurality AAAI 2022 Iterative Double Sketching for Faster Least-Squares Optimization ICML 2022 Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments NeurIPS 2022 Iterative Hard Thresholding with Adaptive Regularization: Sparser Solutions Without Sacrificing Runtime ICML 2022 Iterative Residual Policy for Goal-Conditioned Dynamic Manipulation of Deformable Objects RSS 2022 Iterative Sound Source Localization for Unknown Number of Sources Interspeech 2022 Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022 ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022 It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher CVPR 2022 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search NeurIPS 2022 JAWS: Auditing Predictive Uncertainty Under Covariate Shift NeurIPS 2022 JB132 submission to the SIGMORPHON 2022 Shared Task 3 on Morphological Segmentation NAACL 2022 JFB: Jacobian-Free Backpropagation for Implicit Networks AAAI 2022 Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds AAAI 2022 Joint Continuous and Discrete Model Selection via Submodularity JMLR 2022 Joint Entropy Search For Maximally-Informed Bayesian Optimization NeurIPS 2022 Joint Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2022 Joint Estimation of Direction-of-Arrival and Distance for Arrays with Directional Sensors based on Sparse Bayesian Learning Interspeech 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022 Joint Modeling of Multi-Sample and Subband Signals for Fast Neural Vocoding on CPU Interspeech 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 Joint Optimization of the Module and Sign of the Spectral Real Part Based on CRN for Speech Denoising. Interspeech 2022 Joint Shapley values: a measure of joint feature importance ICLR 2022 KaFSP: Knowledge-Aware Fuzzy Semantic Parsing for Conversational Question Answering over a Large-Scale Knowledge Base ACL 2022 KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022