Soumya Ghosh

1. Bayesian Nonparametric Federated Learning of Neural Networks
   2019/05/28 by Mikhail Yurochkin, Mayank Agarwal, Yurochkin, Mikhail +9 · 33 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Statistical Methods and Inference
2. Integrated photonics on thin-film lithium niobate
   2021/03/09 by Di Zhu, Linbo Shao, Mengjie Yu +12 · 31 citations
   Engineering · Physics and Astronomy · #Photonic and Optical Devices #Advanced Fiber Laser Technologies #Photorefractive and Nonlinear Optics
3. Thermometer: Towards Universal Calibration for Large Language Models
   2024/02/20 by Maohao Shen, Subhro Das, Shen, Maohao +9 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
4. EVA: Generating Longitudinal Electronic Health Records Using Conditional\n Variational Autoencoders
   2020/12/17 by Siddharth Biswal, Soumya Ghosh, Biswal, Siddharth +9 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
5. Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
   2024/05/27 by Runqian Wang, Wang, Runqian, Soumya Ghosh +11 · 2 citations
   Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Speech Recognition and Synthesis
6. Biofilm-mediated infections by multidrug-resistant microbes: a comprehensive exploration and forward perspectives
   2024/02/14 by Mai M. Zafer, Gamal A. Mohamed, Sabrin R. M. Ibrahim +3 · 1 citation
7. Milliwatt-level UV generation using sidewall poled lithium niobate
   2025/03/21 by Cornelis A. A. Franken, Soumya Ghosh, Franken, C. A. A. +19 · 3 citations
   Physics and Astronomy · Engineering · #Photorefractive and Nonlinear Optics #Advanced Fiber Laser Technologies #Photonic and Optical Devices
8. Fermions on a 1D lattice: localized sources and sinks with dephasing
   2026/07/24 by Elka Bhattacharya, Sushant Saryal, Soumya Ghosh +1
   #cond-mat.stat-mech