Gaurav Gupta
11 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(11)
🌈
Renaissance Researcher
(7)
💎
Century Club
(11)
🔥
Unstoppable
(5)
📈
Trend Setter
Conferences
ICLR (5)
ICML (4)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
partial differential equation
(2)
uncertainty quantification
(1)
face recognition
(1)
privacy preservation
(1)
function space
(1)
time series forecasting
(1)
variance reduction
(1)
adversarial perturbation
(1)
operator learning
(1)
probabilistic forecasting
(1)
privacy protection
(1)
neural operator
(1)
scientific machine learning
(1)
facial attribute
(1)
image anonymization
(1)
attribute classification
(1)
conservation law
(1)
inverse operator
(1)
face anonymization
(1)
stacked generalization
(1)
Papers
Enhancing Language Model Agents using Diversity of Thoughts
ICLR 2025
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs
ICML 2024
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
ICLR 2024
Collage: Light-Weight Low-Precision Strategy for LLM Training
ICML 2024
Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting
ICML 2023
Learning Physical Models that Can Respect Conservation Laws
ICML 2023
Coupled Multiwavelet Operator Learning for Coupled Differential Equations
ICLR 2023
Guiding continuous operator learning through Physics-based boundary constraints
ICLR 2023
Non-Linear Operator Approximations for Initial Value Problems
ICLR 2022
Multiwavelet-based Operator Learning for Differential Equations
NIPS 2021
Anonymizing k Facial Attributes via Adversarial Perturbations
IJCAI 2018