| Stochastic One-Sided Full-Information Bandit
|
2020 |
Zhao, Haoyu |
| Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space
|
2020 |
Wellmer, Zac |
| BelMan: An Information-Geometric Approach to Stochastic Bandits
|
2020 |
Basu, Debabrota |
| Learning to Calibrate and Rerank Multi-label Predictions
|
2020 |
Li, Cheng |
| Marine Mammal Species Classification Using Convolutional Neural Networks and a Novel Acoustic Representation
|
2020 |
Thomas, Mark |
| Learning Disentangled Representations of Satellite Image Time Series
|
2020 |
Sanchez, Eduardo H. |
| Pushing the Limits of Exoplanet Discovery via Direct Imaging with Deep Learning
|
2020 |
Yip, Kai Hou |
| Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection
|
2020 |
Nikolaidis, Konstantinos |
| Investigating Time Series Classification Techniques for Rapid Pathogen Identification with Single-Cell MALDI-TOF Mass Spectrum Data
|
2020 |
Papagiannopoulou, Christina |
| CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting
|
2020 |
Ertugrul, Ali Mert |
| Scalable Bid Landscape Forecasting in Real-Time Bidding
|
2020 |
Ghosh, Aritra |
| Shallow Self-learning for Reject Inference in Credit Scoring
|
2020 |
Kozodoi, Nikita |
| Characterization and Early Detection of Evergreen News Articles
|
2020 |
Liao, Yiming |
| Generative Adversarial Networks for Failure Prediction
|
2020 |
Zheng, Shuai |
| Compact Representation of a Multi-dimensional Combustion Manifold Using Deep Neural Networks
|
2020 |
Bhalla, Sushrut |
| A Semi-supervised and Online Learning Approach for Non-Intrusive Load Monitoring
|
2020 |
Salem, Hajer |
| Optimizing Neural Networks for Patent Classification
|
2020 |
Abdelgawad, Louay |
| The Search for Equations – Learning to Identify Similarities Between Mathematical Expressions
|
2020 |
Pfahler, Lukas |
| Automated Data Transformation with Inductive Programming and Dynamic Background Knowledge
|
2020 |
Contreras-Ochando, Lidia |
| A Virtualized Video Surveillance System for Public Transportation
|
2020 |
Marinč, Talmaj |
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