Madden, Liam

1. Best Approximate Quantum Compiling Problems
   2021/06/10 by Madden, Liam, Simonetto, Andrea · 5 citations
   #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Physics (quant-ph)
2. High Probability Convergence Bounds for Non-convex Stochastic Gradient Descent with Sub-Weibull Noise
   2020/06/10 by Liam Madden, Madden, Liam, Emiliano Dall’Anese +3 · 2 citations
   Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
3. Next-token prediction capacity: general upper bounds and a lower bound for transformers
   2024/05/22 by Liam Madden, Curtis Fox, Madden, Liam +3 · 1 citation
   Engineering · Materials Science · #15A03 #26B35 #Advancements in Photolithography Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning in Materials Science #Optimization and Control (math.OC) #Semiconductor materials and devices