Gaurav Aggarwal
8 papers · 2014–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Core AI
(1)
Keywords
submodular optimization
(1)
differential privacy
(1)
dimensionality reduction
(1)
transductive learning
(1)
parameter estimation
(1)
data subset selection
(1)
self-supervised learning
(1)
attention mechanism
(1)
sample complexity
(1)
adaptive learning
(1)
test-time adaptation
(1)
cross-modal retrieval
(1)
out-of-distribution generalization
(1)
low-rank decomposition
(1)
canonical correlation analysis
(1)
alternating minimization
(1)
generative model
(1)
regret bound
(1)
restless multi-armed bandit
(1)
whittle index
(1)
Papers
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components
AISTATS 2024
Efficient Data Subset Selection to Generalize Training Across Models: Transductive and Inductive Networks
NeurIPS 2023
Test-time Adaptation with Slot-Centric Models
ICML 2023
Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback
AISTATS 2022
Novel Class Discovery without Forgetting
ECCV 2022
Learning to Select Exogenous Events for Marked Temporal Point Process
NeurIPS 2021
Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare
IJCAI 2021
Cluster Canonical Correlation Analysis
AISTATS 2014