Welcome to the Machine Intelligence and Neural Technologies (MINT) Lab at Vanderbilt University.
Our overarching focus is on mathematical machine learning and (geometric) deep learning.
MINT-Lab
MINT-Lab
soheil.kolouri@vanderbilt.edu
Recent News
- Congratulations to Huy and the team for acceptance of their paper, "Stereographic Spherical Sliced Wasserstein Distances," to ICML 2024.
- Our paper titled, "Statistical Context Detection for Deep Lifelong Reinforcement Learning" got accepted to CoLLAs 2024.
- Our collaborative paper on "A Collective AI via Lifelong Learning and Sharing at the Edge" is now published at Nature Machine Intelligence .
- Abi won the university-wide research poster award in Engineering, Computer Science, Data Science, and Mathematics.
- Ali's paper, titled "BrainWash - A Poisoning Attack to Forget in Continual Learning" got accepted to CVPR 2024!
- Eva's paper, titled "Teaching Networks to Solve Optimization Problems" got published in IEEE ACCESS!
- Our paper titled, "LCOT - Linearized Circular Optimal Transport" got accepted to ICLR 2024.
- Our paper titled, "NOLA - Compressing LoRA using Linear Combination of Random Basis" got accepted to ICLR 2024.
- Eva presented our paper titled SLoSH - Set Locality Sensitive Hashing via Sliced-Wasserstein Embeddings at WACV 2024.
- Soheil received the NSF CAREER Award!