Cowsik, Aditya
- Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
2024/03/05 by Aditya Cowsik, Cowsik, Aditya, Tamra Nebabu +5 · 4 citations
Computer Science · Engineering · #Advanced Signal Processing Techniques #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Wireless Signal Modulation Classification
- Engineering entanglement geometry via spacetime-modulated measurements
2023/07/28 by Aditya Cowsik, Cowsik, Aditya, Matteo Ippoliti +3 · 1 citation
Computer Science · #Computational Physics and Python Applications #Computer Graphics and Visualization Techniques #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech)
- The Persian Rug: solving toy models of superposition using large-scale symmetries
2024/10/15 by Cowsik, Aditya, Dolev, Kfir, Infanger, Alex · 1 citation
#Artificial Intelligence (cs.AI) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)