Browsing by Subject Machine Learning
Showing results 1 to 20 of 20
| Issue Date | Title | Author(s) |
| 2016 | Advances in Fault Diagnosis Automation for Silicon Prototypes | Zhu, Charlie Shucheng |
| 2012 | Alignment and Supervised Learning with Functional Neuroimaging Data | Lorbert, Alexander |
| 2017 | Black Box Variational Inference: Scalable, Generic Bayesian Computation and its Applications | Ranganath, Rajesh |
| 2016 | Computational Methods for Exploring Human Behavior | Chaney, Allison June Barlow |
| 2013 | Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data | Shoaib, Mohammed |
| 2011 | Deterministic Compressed Sensing | Jafarpour, Sina |
| 2016 | Extracting Cognition out of Images for the Purpose of Autonomous Driving | Chen, Chenyi |
| 2020 | HARDWARE ACCELERATION TO ADDRESS THE COSTS OF DATA MOVEMENT | Valavi, Hossein |
| 2017 | Integrating Exponential Dispersion Models to Latent Structures | Basbug, Mehmet Emin |
| 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 |
| 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 |
| 2020 | Probabilistic Modeling of Structure in Science: Statistical Physics to Recommender Systems | Altosaar, Jaan |
| 2018 | Second-Order Optimization Methods for Machine Learning | Agarwal, Naman |
| 2019 | Statistical Optimization for High Dimensional Machine Learning with Privacy and Sparsity Constraints | Ge, Jason |
| 2016 | Technology and Pedagogy: Using Big Data to Enhance Student Learning | Brinton, Christopher Greg |
| 2017 | The Application of Optimization Techniques in Machine Learning | Pang, Haotian |