Boosted Embeddings for Time-Series Forecasting
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2022 |
Karingula, Sankeerth Rao |
Deep Reinforcement Learning for Optimal Energy Management of Multi-energy Smart Grids
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2022 |
Bousnina, Dhekra |
Improved Update Rule and Sampling of Stochastic Gradient Descent with Extreme Early Stopping for Support Vector Machines
|
2022 |
Orchel, Marcin |
Zero-Shot Learning-Based Detection of Electric Insulators in the Wild
|
2022 |
Azeem, Ibraheem |
A New Nash-Probit Model for Binary Classification
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2022 |
Suciu, Mihai-Alexandru |
Adversarial Perturbations for Evolutionary Optimization
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2022 |
Garciarena, Unai |
Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial Networks
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2022 |
Schreurs, Joachim |
An Integrated Approach to Produce Robust Deep Neural Network Models with High Efficiency
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2022 |
Li, Zhijian |
Distilling Financial Models by Symbolic Regression
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2022 |
Malfa, Gabriele La |
Analyzing Communication Broadcasting in the Digital Space
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2022 |
Giuffrida, Giovanni |
Dissecting FLOPs Along Input Dimensions for GreenAI Cost Estimations
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2022 |
Asperti, Andrea |
Development of a Hybrid Modeling Methodology for Oscillating Systems with Friction
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2022 |
Wohlleben, Meike |
Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop Scheduling Problem with Lot-Streaming of Random Breakdown
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2022 |
Wang, Ping |
Multi-Asset Market Making via Multi-Task Deep Reinforcement Learning
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2022 |
Haider, Abbas |
Experiments on Properties of Hidden Structures of Sparse Neural Networks
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2022 |
Stier, Julian |
Cascaded Classifier for Pareto-Optimal Accuracy-Cost Trade-Off Using Off-the-Shelf ANNs
|
2022 |
Latotzke, Cecilia |
A Machine Learning Approach to Daily Capacity Planning in E-Commerce Logistics
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2022 |
Bayram, Barış |
Explainable AI for Financial Forecasting
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2022 |
Carta, Salvatore |
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation
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2022 |
Basak, Subhasish |
KAFE: Knowledge and Frequency Adapted Embeddings
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2022 |
Ashfaq, Awais |