Siddhant Garg

1. Functional Regularization for Representation Learning: A Unified Theoretical Perspective
   2020/08/06 by Siddhant Garg, Garg, Siddhant, Yingyu Liang +1 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
2. Advances in Quantum Deep Learning: An Overview
   2020/05/08 by Siddhant Garg, Goutham Ramakrishnan, Garg, Siddhant +1 · 3 citations
   Computer Science · Materials Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
3. Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent
   2022/04/09 by Siddhant Garg, Dhruval Jain, Garg, Siddhant +1 · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
4. Evaluating Conformal Reliability of Pathway-Level Transcriptomic Signatures Under Cross-Cohort Shift in Sepsis Mortality Prediction
   2026/07/19 by Pratyush Kumar Shukla, Manveer Singh Tib, Siddhant Garg · 1 voice
   #q-bio.GN