Publications

1587 results for Machine Learning

Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
- - Hamid Jalalzai
  - Pierre Colombo
  - et al.
- 2020
- NeurIPS 2020
Finding the Homology of Decision Boundaries with Active Learning
- - Weizhi Li
  - Gautam Dasarathy
  - et al.
- 2020
- NeurIPS 2020
Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes
- - Zaiwei Chen
  - Siva Theja Maguluri
  - et al.
- 2020
- NeurIPS 2020
Optimizing Mode Connectivity via Neuron Alignment
- - N. Joseph Tatro
  - Pin-Yu Chen
  - et al.
- 2020
- NeurIPS 2020
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
- - Vijil Chenthamarakshan
  - Payel Das
  - et al.
- 2020
- NeurIPS 2020
Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings
- - Yu Chen
  - Lingfei Wu
  - et al.
- 2020
- NeurIPS 2020
Inductive Quantum Embedding
- - Santosh Kumar Srivastava
  - Dinesh Khandelwal
  - et al.
- 2020
- NeurIPS 2020
Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning
- - Amin Jaber
  - Murat Kocaoglu
  - et al.
- 2020
- NeurIPS 2020
Applications of Common Entropy for Causal Inference
- - Murat Kocaoglu
  - Sanjay Shakkottai
  - et al.
- 2020
- NeurIPS 2020
Auxiliary Task Reweighting for Minimum-data Learning
- - Baifeng Shi
  - Judy Hoffman
  - et al.
- 2020
- NeurIPS 2020