Baydin, Atılım Güneş

1. Gradients without Backpropagation
   2022/02/17 by Atılım Güneş Baydin, Barak A. Pearlmutter, Baydin, Atılım Güneş +7 · 3 voices · 11 citations
   Computer Science · #Machine Learning and ELM #Neural Networks and Applications #Machine Learning and Algorithms
2. Simulation Intelligence: Towards a New Generation of Scientific Methods
   2021/12/06 by Alexander Lavin, Lavin, Alexander, David C. Krakauer +49 · 2 voices · 7 citations
   Decision Sciences · #Scientific Computing and Data Management #Simulation Techniques and Applications #cs.AI #cs.CE #cs.LG #cs.MS
3. Domain Invariant Representation Learning with Domain Density Transformations
   2021/02/09 by Nguyen, A. Tuan, Tran, Toan, Gal, Yarin +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. A Foundation Model for the Solar Dynamics Observatory
   2024/10/03 by James L. Walsh, Walsh, James, Daniel G. Gass +17 · 4 citations
   Physics and Astronomy · #Solar and Space Plasma Dynamics
5. Probabilistic Surrogate Networks for Simulators with Unbounded Randomness
   2019/10/25 by Munk, Andreas, Zwartsenberg, Berend, Ścibior, Adam +5 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Introducing an Explicit Symplectic Integration Scheme for Riemannian Manifold Hamiltonian Monte Carlo
   2019/10/14 by Cobb, Adam D., Baydin, Atılım Güneş, Markham, Andrew +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. KL Guided Domain Adaptation
   2021/06/14 by Nguyen, A. Tuan, Tran, Toan, Gal, Yarin +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Second-Order Forward-Mode Automatic Differentiation for Optimization
   2024/08/19 by Cobb, Adam D., Baydin, Atılım Güneş, Pearlmutter, Barak A. +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)