Gaurav Aggarwal
8 papers · 2014–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (10) π Cross-Pollinator (11)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(23)
π£
Hot Topic Early Bird
Conferences
AISTATS (3)
NIPS (2)
ECCV (1)
ICML (1)
IJCAI (1)
Top co-authors
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
NIPS 2023
Test-time Adaptation with Slot-Centric Models
ICML 2023
Novel Class Discovery without Forgetting
ECCV 2022
Learning to Plan Variable Length Sequences of Actions with a Cascading Bandit Click Model of User Feedback
AISTATS 2022
Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare
IJCAI 2021
Learning to Select Exogenous Events for Marked Temporal Point Process
NIPS 2021
Cluster Canonical Correlation Analysis
AISTATS 2014