conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Stochastic Processes

2,667 papers

Papers per year

Papers

Shape Matters: Understanding the Implicit Bias of the Noise Covariance COLT 2021
Double Explore-then-Commit: Asymptotic Optimality and Beyond COLT 2021
(Nearly) Dimension Independent Private ERM with AdaGrad Rates\{via Publicly Estimated Subspaces COLT 2021
Stochastic Approximation for Online Tensorial Independent Component Analysis COLT 2021
Posterior Promoted GAN With Distribution Discriminator for Unsupervised Image Synthesis CVPR 2021
Learning Deep Latent Variable Models by Short-Run MCMC Inference With Optimal Transport Correction CVPR 2021
Online Learning of a Probabilistic and Adaptive Scene Representation CVPR 2021
Diffusion Probabilistic Models for 3D Point Cloud Generation CVPR 2021
SMD-Nets: Stereo Mixture Density Networks CVPR 2021
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding EACL 2021
How Certain is Your Transformer? EACL 2021
Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity EACL 2021
Is “moby dick” a Whale or a Bird? Named Entities and Terminology in Speech Translation EMNLP 2021
MRF-Chat: Improving Dialogue with Markov Random Fields EMNLP 2021
A Generative Framework for Simultaneous Machine Translation EMNLP 2021
Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training EMNLP 2021
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance EMNLP 2021
When in Doubt: Improving Classification Performance with Alternating Normalization EMNLP 2021
The diffusion of scientific terms – tracing individuals’ influence in the history of science for English EMNLP 2021
Neural TMDlayer: Modeling Instantaneous Flow of Features via SDE Generators ICCV 2021
Inference of Black Hole Fluid-Dynamics From Sparse Interferometric Measurements ICCV 2021
Likelihood-Based Diverse Sampling for Trajectory Forecasting ICCV 2021
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards ICML 2021
Preferential Temporal Difference Learning ICML 2021
Annealed Flow Transport Monte Carlo ICML 2021