Publications

1450 results for Machine Learning

Machine Learning Model Drift Detection Via Weak Data Slices
- - Samuel Ackerman
  - Parijat Dube
  - et al.
- 2021
- ICSE 2021
Social Determinant Trends of COVID-19: an analysis using Knowledge Graphs from Published Evidence and Online Trends
- - Martin Gleize
  - Natasha Mulligan
  - et al.
- 2021
- MIE 2021
Collaborative Reinforcement Learning Framework to Model Evolution of Cooperation in Sequential Social Dilemmas
- - Ritwik Chaudhuri
  - Kushal Mukherjee
  - et al.
- 2021
- PAKDD 2021
Inferring experimental procedures from text-based representations of chemical reactions
- - Alain C. Vaucher
  - Philippe Schwaller
  - et al.
- 2021
- Nature Communications
Large Associative Memory Problem in Neurobiology and Machine Learning
- - Dmitry Krotov
  - John J. Hopfield
- 2021
- ICLR 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun Yun Tsai
  - et al.
- 2021
- ICLR 2021
Extracting Hyperparameter Constraints from Code
- - Ingkarat Rak-amnouykit
  - Ana Milanova
  - et al.
- 2021
- ICLR 2021
Gi and Pal Scores: Deep Neural Network Generalization Statistics
- - Yair Schiff
  - Brian Quanz
  - et al.
- 2021
- ICLR 2021
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- - Chia-Yi Hsu
  - Pin-Yu Chen
  - et al.
- 2021
- ICLR 2021
Engineering Fair Machine Learning Pipelines
- - Martin Hirzel
  - Kiran Kate
  - et al.
- 2021
- ICLR 2021