Lewis, Laura

1. Quantum advantage for learning shallow neural networks with natural data distributions
   2025/03/26 by Laura Lewis, Lewis, Laura, Dar Gilboa +3 · 2 voices · 3 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #cs.LG #quant-ph
2. Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
   2024/05/28 by Wanner, Marc, Lewis, Laura, Bhattacharyya, Chiranjib +2 · 4 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
3. Agnostic Process Tomography
   2024/10/15 by Chirag Wadhwa, L. H. Lewis, Wadhwa, Chirag +5 · 1 citation
   Computer Science · Engineering · Materials Science · #Advanced Memory and Neural Computing #Electronic and Structural Properties of Oxides #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
4. Predicting adaptively chosen observables in quantum systems
   2024/10/20 by Jerry Huang, L. Lewis, Huang, Jerry +5 · 1 citation
   Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)