conftrace_

gaussian distribution

127 papers

Explore in graph

Co-occurring keywords

sample complexity (1169) uncertainty quantification (1393) bayesian inference (1907) online learning (1777) learning theory (519) differential privacy (1016) agnostic learning (76) gaussian process (1200) statistical query (50) variational inference (2069)

Papers

Distributed Signal Detection under Communication Constraints COLT 2020
Data Uncertainty Learning in Face Recognition CVPR 2020
Deep Residual Flow for Out of Distribution Detection CVPR 2020
Efficient Low Rank Gaussian Variational Inference for Neural Networks NIPS 2020
Learning Entangled Single-Sample Gaussians in the Subset-of-Signals Model COLT 2020
Modeling Noisy Annotations for Crowd Counting NIPS 2020
Conditional Gaussian Distribution Learning for Open Set Recognition CVPR 2020
Private Identity Testing for High-Dimensional Distributions NIPS 2020
Near-Optimal SQ Lower Bounds for Agnostically Learning Halfspaces and ReLUs under Gaussian Marginals NIPS 2020
Efficient Parametric Multi-Fidelity Surface Mapping RSS 2020
Learning Probabilistic Sentence Representations from Paraphrases ACL 2020
Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020
Sample Amplification: Increasing Dataset Size even when Learning is Impossible ICML 2020
Privately Learning High-Dimensional Distributions COLT 2019
Locally Private Mean Estimation: $Z$-test and Tight Confidence Intervals AISTATS 2019
Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks IJCAI 2019
Probabilistic Face Embeddings ICCV 2019
Robust Person Re-Identification by Modelling Feature Uncertainty ICCV 2019
VAE-Based Regularization for Deep Speaker Embedding INTERSPEECH 2019
Automated Rule Base Completion as Bayesian Concept Induction AAAI 2019
Gaussian-Based Pooling for Convolutional Neural Networks NIPS 2019
Confidence Weighted Multitask Learning AAAI 2019
Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals NIPS 2019
Beyond the Hazard Rate: More Perturbation Algorithms for Adversarial Multi-armed Bandits JMLR 2018
Estimation with Incomplete Data: The Linear Case IJCAI 2018