Publications

1576 results for Machine Learning

Hierarchical attention based spatial-temporal graph-to-sequence learning for grounded video description
- - Kai Shen
  - Lingfei Wu
  - et al.
- 2021
- IJCAI 2020
A unified convergence analysis for shuffling-type gradient methods
- - Lam Nguyen
  - Quoc Tran-Dinh
  - et al.
- 2021
- JMLR
PAIRS AutoGeo: An Automated Machine Learning Framework for Massive Geospatial Data
- - Wang Zhou
  - Levente J. Klein
  - et al.
- 2020
- Big Data 2020
Temporal Tensor Transformation Network for Multivariate Time Series Prediction
- - Yuya Jeremy Ong
  - Mu Qiao
  - et al.
- 2020
- Big Data 2020
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment
- - Ben Usman
  - Avneesh Sud
  - et al.
- 2020
- NeurIPS 2020
Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions
- - Matthew Faw
  - Rajat Sen
  - et al.
- 2020
- NeurIPS 2020
Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function
- - Quoc Tran Dinh
  - Deyi Liu
  - et al.
- 2020
- NeurIPS 2020
Finding the Homology of Decision Boundaries with Active Learning
- - Weizhi Li
  - Gautam Dasarathy
  - et al.
- 2020
- NeurIPS 2020
Optimizing Mode Connectivity via Neuron Alignment
- - N. Joseph Tatro
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020
Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
- - Hamid Jalalzai
  - Pierre Colombo
  - et al.
- 2020
- NeurIPS 2020