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Browsing by Subject Machine Learning
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Showing results 23 to 42 of 49
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Issue Date
Title
Author(s)
2017
Integrating Exponential Dispersion Models to Latent Structures
Basbug, Mehmet Emin
2021
Invariant Mechanisms in Transfer Learning and Causal Inference : Some Theoretical Perspectives and Algorithms.
Martinet, Guillaume Gaetan
2021
Investigation of Biological Systems at Low Temperatures using Molecular Simulation
Kozuch, Daniel Jeffrey
2022
Learning from Humans: Beyond Classical Imitation Learning
Spencer, Jonathan Cullinan
2023
Learning Language through Interactions with the Digital World
Yang, John Boda
2023
Learning Through Social Interactions and Learning to Socially Interact in Multi-Agent Learning
Madhushani, Udari
2019
Learning to Learn Optimally: A Practical Framework for Machine Learning Applications with Finite Time Horizon
Lee, Donghun
2019
Learning Visual Affordances for Robotic Manipulation
Zeng, Andy
2020
Machine learning for multi-scale molecular modeling: theories, algorithms, and applications
Zhang, Linfeng
2020
Methods for Reinforcement Learning in Clinical Decision Support
Prasad, Niranjani
2017
Multi-view Representation Learning with Applications to Functional Neuroimaging Data
Chen, Po-Hsuan
2021
Neural Network Learning: A Multiscale-Entropy and Self-Similarity Approach
Asadi, Amir Reza
2022
Overcoming Sampling and Exploration Challenges in Deep Reinforcement Learning
Simmons-Edler, Riley
2019
Part I: On The Effects of Electron-Deficient Olefins in a Ni Catalyzed Csp3–Csp3 Cross Coupling Part II: Using Machine Learning to Predict Reaction Performance and Infer Mechanism in a Pd Catalyzed C–N Coupling
Estrada, Jesus Gregorio
2021
Physics-Based and Data-Driven Methods for Structural Health Monitoring At Fine Spatial Resolution
Kumar, Vivek
2021
Primal-Dual Method for Reinforcement Learning and Markov Decision Processes
Gong, Hao
2020
Probabilistic Modeling of Structure in Science: Statistical Physics to Recommender Systems
Altosaar, Jaan
2023
Real-time kinetic profile reconstruction and Adaptive ELM Control on the DIII-D and KSTAR Tokamaks
Shousha, Ricardo
2023
Scaling Machine Learning in Practice
Suo, Daniel Can
2018
Second-Order Optimization Methods for Machine Learning
Agarwal, Naman