Bhattacharyya, Chiranjib
- Learning a Latent Simplex in Input-Sparsity Time
2021/05/17 by Ainesh Bakshi, Chiranjib Bhattacharyya, Bakshi, Ainesh +7 · 2 citations
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
- 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)
- Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing
2019/04/14 by Chiranjib Bhattacharyya, Ravindran Kannan, Bhattacharyya, Chiranjib +1 · 1 citation
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
- Shot-frugal and Robust quantum kernel classifiers
2022/10/13 by Abhay Shastry, Shastry, Abhay, Jayakumar, Abhijith +4 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)