Arushi Gupta
7 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Optimization & Theory
(5)
Core AI
(4)
Deep Learning
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Keywords
representation learning
(1)
reinforcement learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
online learning
(1)
feature attribution
(1)
model interpretability
(1)
markov chain
(1)
linear regression
(1)
low-rank representation
(1)
generalization bound
(1)
regret bound
(1)
regret guarantee
(1)
synthetic data
(1)
influence function
(1)
generative adversarial network
(1)
model-free reinforcement learning
(1)
adversarial environment
(1)
online adaptation
(1)
parameter identification
(1)
Papers
SKILL-MIX: a Flexible and Expandable Family of Evaluations for AI Models
ICLR 2024
Online Nonstochastic Model-Free Reinforcement Learning
NeurIPS 2023
Understanding Influence Functions and Datamodels via Harmonic Analysis
ICLR 2023
New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound
NeurIPS 2022
On Predicting Generalization using GANs
ICLR 2022
A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning
ICML 2021
Parameter identification in Markov chain choice models
ALT 2017