Sotabase

Career

· Ph.D. Candidate in Electrical Engineering and Computer Science, MIT CSAIL (Julia Lab)2021–

Publications (0)

Fashionable Modelling with Flux
arXiv.org · 2018
178
cited
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics
International Conference on Machine Learning · 2021
41
cited
Differentiable Programming for Differential Equations: A Review
arXiv.org · 2024
30
cited
Composing Modeling And Simulation With Machine Learning In Julia
Annual Modeling and Simulation Conference · 2021
21
cited
TorchGAN: A Flexible Framework for GAN Training and Evaluation
Journal of Open Source Software · 2019
18
cited
Emergent Road Rules In Multi-Agent Driving Environments
International Conference on Learning Representations · 2020
15
cited
NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia
ACM Transactions on Mathematical Software · 2024
11
cited
Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs)
arXiv.org · 2022
10
cited
Continuous Deep Equilibrium Models: Training Neural ODEs Faster by Integrating Them to Infinity
IEEE Conference on High Performance Extreme Computing · 2022
9
cited
Stably Accelerating Stiff Quantitative Systems Pharmacology Models: Continuous-Time Echo State Networks as Implicit Machine Learning
bioRxiv · 2021
9
cited
Upstream regulator of genomic imprinting in rice endosperm is a small RNA-associated chromatin remodeler
bioRxiv · 2023
8
cited
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness
International Workshop on Semantic Evaluation · 2021
7
cited
Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed!
International Conference on Machine Learning · 2023
4
cited
Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints
arXiv.org · 2025
4
cited
RayTracer.jl: A Differentiable Renderer that supports Parameter Optimization for Scene Reconstruction
JuliaCon Proceedings · 2019
2
cited
Wound induced small-peptide mediated signalling cascade regulated by OsPSKR, dictates balance between growth and defense in rice
bioRxiv · 2023
1
cited
E FFICIENT GPU-A CCELERATED G LOBAL O PTIMIZA - TION FOR I NVERSE P ROBLEMS
Sotabase