Pal, Avik
- NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia
2024/03/25 by Avik Pal, Pal, Avik, Flemming Holtorf +20 · 3 voices · 5 citations
Computer Science · Physics and Astronomy · #Parallel Computing and Optimization Techniques #Polynomial and algebraic computation #Quantum chaos and dynamical systems #math.NA
- Fashionable Modelling with Flux
2018/11/01 by Michael Innes, Innes, Michael, Elliot Saba +16 · 1 voice · 9 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.LG #cs.PL
- Compositional Entailment Learning for Hyperbolic Vision-Language Models
2024/10/09 by Avik Pal, Pal, Avik, Max van Spengler +10 · 2 voices · 17 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Differentiable Programming for Differential Equations: A Review
2024/06/14 by Facundo Sapienza, Sapienza, Facundo, Jordi Bolíbar +19 · 7 citations
Computer Science · Mathematics · Engineering · #Optimization and Variational Analysis #Advanced Optimization Algorithms Research #Optimization and Mathematical Programming
- Composing Modeling and Simulation with Machine Learning in Julia
2021/05/12 by Christopher Rackauckas, Ranjan Anantharaman, Rackauckas, Chris +23 · 1 citation
Computer Science · Physics and Astronomy · Engineering · #Neural Networks and Reservoir Computing #Model Reduction and Neural Networks #Optical Network Technologies
- Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed!
2023/03/03 by Pal, Avik, Edelman, Alan, Rackauckas, Chris · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)