| Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization
|
2020 |
Ohta, Mayumi |
| Benchmarking Deep Learning Models for Driver Distraction Detection
|
2020 |
Mase, Jimiama Mafeni |
| Effects of Random Seeds on the Accuracy of Convolutional Neural Networks
|
2020 |
Fellicious, Christofer |
| Safer Reinforcement Learning for Agents in Industrial Grid-Warehousing
|
2020 |
Anderse, Per-Arne |
| High-Dimensional Constrained Discrete Multi-objective Optimization Using Surrogates
|
2020 |
Regis, Rommel G. |
| Multi-parameter Regression of Photovoltaic Systems using Selection of Variables with the Method: Recursive Feature Elimination for Ridge, Lasso and Bayes
|
2020 |
Cruz, Jose |
| A Double-Dictionary Approach Learns Component Means and Variances for V1 Encoding
|
2020 |
Mousavi, S. Hamid |
| Bayesian Optimization with Local Search
|
2020 |
Gao, Yuzhou |
| Unsupervisedly Learned Representations — Should the Quest Be Over?
|
2020 |
Nissani, Daniel N. (Nissensohn) |
| Machine Learning for Big Data Analysis in Drug Design
|
2020 |
Samigulina, Galina |
| PlattForm: Parallel Spoken Corpus of Middle West German Dialects with Web-Based Interface
|
2020 |
Misganaw, Aynalem Tesfaye |
| On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints
|
2020 |
Rahat, Alma |
| A Transfer Machine Learning Matchin Algorthm for Source and Target (TL-MAST)
|
2020 |
Peters, Florin Tim |
| Learn to Move Through a Combination of Policy Gradient Algorithms: DDPG, D4PG, and TD3
|
2020 |
Bach, Nicolas |
| Generative Fourier-Based Auto-encoders: Preliminary Results
|
2020 |
Zonta, Alessandro |
| Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative Approach to Non-performing Gradient Descent
|
2020 |
Yegenoglu, Alper |
| Chronologically Guided Deep Network for Remaining Useful Lifetime Estimation
|
2020 |
Harpale, Abhay |
| Exploring Gaps in DeepFool in Search of More Effective Adversarial Perturbations
|
2020 |
Vadillo, Jon |
| A Forecasting Model to Predict the Demand of Roses in an Ecuadorian Small Business Under Uncertain Scenarios.
|
2020 |
Herrera-Granda, Israel D. |
| State Representation Learning from Demonstration
|
2020 |
Merckling, Astrid |
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