| Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization
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2020 |
Ohta, Mayumi |
| Benchmarking Deep Learning Models for Driver Distraction Detection
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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
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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
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2020 |
Cruz, Jose |
| A Double-Dictionary Approach Learns Component Means and Variances for V1 Encoding
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2020 |
Mousavi, S. Hamid |
| Bayesian Optimization with Local Search
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2020 |
Gao, Yuzhou |
| Unsupervisedly Learned Representations — Should the Quest Be Over?
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2020 |
Nissani, Daniel N. (Nissensohn) |
| Machine Learning for Big Data Analysis in Drug Design
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2020 |
Samigulina, Galina |
| PlattForm: Parallel Spoken Corpus of Middle West German Dialects with Web-Based Interface
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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 |
| Multi-kernel Covariance Terms in Multi-output Support Vector Machines
|
2020 |
Marcelli, Elisa |
| FoodViz: Visualization of Food Entities Linked Across Different Standards
|
2020 |
Stojanov, Riste |
| A Comparison of Machine Learning and Classical Demand Forecasting Methods: A Case Study of Ecuadorian Textile Industry
|
2020 |
Lorente-Leyva, Leandro L. |
| Target-Aware Prediction of Tool Usage in Sequential Repair Tasks
|
2020 |
Nabizadeh, Nima |
| Lottery Ticket Hypothesis: Placing the k-orrect Bets
|
2020 |
Raj, Abhinav |
| Steplength and Mini-batch Size Selection in Stochastic Gradient Methods
|
2020 |
Franchini, Giorgia |
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