Sawan Kumar

17 papers A* 2Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From local interactions to global operators: Scalable Gaussian process operator for physical systems.
J. Comput. Phys.
Sawan Kumar, Tapas Tripura, Rajdip Nayek, Souvik Chakraborty
2026 J jnl
Scalable Random Wavelet Features: Efficient Non-Stationary Kernel Approximation with Convergence Guarantees.
CoRR
Sawan Kumar, Souvik Chakraborty
2025 J jnl
From Local Interactions to Global Operators: Scalable Gaussian Process Operator for Physical Systems.
CoRR
Sawan Kumar, Tapas Tripura, Rajdip Nayek, Souvik Chakraborty
2025 J jnl
Scalable h-adaptive probabilistic solver for time-independent and time-dependent systems.
CoRR
Akshay Thakur, Sawan Kumar, Matthew J. Zahr, Souvik Chakraborty
2024 J jnl
FUsion-based ConstitutivE model (FuCe): Towards model-data augmentation in constitutive modelling.
CoRR
Tushar, Sawan Kumar, Souvik Chakraborty
2024 J jnl
Neural Operator induced Gaussian Process framework for probabilistic solution of parametric partial differential equations.
CoRR
Sawan Kumar, Rajdip Nayek, Souvik Chakraborty
2024 J jnl
Towards Gaussian Process for operator learning: an uncertainty aware resolution independent operator learning algorithm for computational mechanics.
CoRR
Sawan Kumar, Rajdip Nayek, Souvik Chakraborty
2022 — conf
Answer-level Calibration for Free-form Multiple Choice Question Answering.
ACL (1)
Sawan Kumar
2022 J jnl
GPU-accelerated connectome discovery at scale.
Nat. Comput. Sci.
Varsha Sreenivasan, Sawan Kumar, Franco Pestilli, Partha P. Talukdar, Devarajan Sridharan
2021 — conf
Reordering Examples Helps during Priming-based Few-Shot Learning.
ACL/IJCNLP (Findings)
Sawan Kumar, Partha P. Talukdar
2021 J jnl
Reordering Examples Helps during Priming-based Few-Shot Learning.
CoRR
Sawan Kumar, Partha P. Talukdar
2020 A* conf
NILE : Natural Language Inference with Faithful Natural Language Explanations.
ACL
Sawan Kumar, Partha P. Talukdar
2020 J jnl
NILE : Natural Language Inference with Faithful Natural Language Explanations.
CoRR
Sawan Kumar, Partha P. Talukdar
2019 — conf
Improving Answer Selection and Answer Triggering using Hard Negatives.
EMNLP/IJCNLP (1)
Sawan Kumar, Shweta Garg, Kartik Mehta, Nikhil Rasiwasia
2019 A* conf
ReAl-LiFE: Accelerating the Discovery of Individualized Brain Connectomes on GPUs.
AAAI
Sawan Kumar, Varsha Sreenivasan, Partha P. Talukdar, Franco Pestilli, Devarajan Sridharan
2019 — conf
Zero-shot Word Sense Disambiguation using Sense Definition Embeddings.
ACL (1)
Sawan Kumar, Sharmistha Jat, Karan Saxena, Partha P. Talukdar
2013 J jnl
Comparison of multi-objective evolutionary neural network, adaptive neuro-fuzzy inference system and bootstrap-based neural network for flood forecasting.
Neural Comput. Appl.
Amal Kant, Pranmohan K. Suman, Brijesh Kumar Giri, Mukesh K. Tiwari, Chandranath Chatterjee, Purna C. Nayak, Sawan Kumar