Robi Bhattacharjee
12 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Keyword Champion (3)
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Venues
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Research topics
Keywords
sample complexity
(3)
non-parametric method
(3)
adversarial robustness
(3)
k-means clustering
(2)
online algorithm
(2)
robust classification
(2)
kernel classifier
(2)
nearest neighbor
(2)
empirical risk minimization
(1)
query complexity
(1)
model interpretability
(1)
euclidean embedding
(1)
expert advice
(1)
lifelong learning
(1)
low-dimensional embedding
(1)
data stream
(1)
distribution shift
(1)
linear classifier
(1)
generative model
(1)
knowledge graph
(1)
Papers
Beyond Discrepancy: A Closer Look at the Theory of Distribution Shift
ALT 2026
How to safely discard features based on aggregate SHAP values
COLT 2025
Auditing Local Explanations is Hard
NeurIPS 2024
Data-Copying in Generative Models: A Formal Framework
ICML 2023
Online k-means Clustering on Arbitrary Data Streams
ALT 2023
Robust Empirical Risk Minimization with Tolerance
ALT 2023
Learning what to remember
ALT 2022
Consistent Non-Parametric Methods for Maximizing Robustness
NeurIPS 2021
No-substitution k-means Clustering with Adversarial Order
ALT 2021
Sample Complexity of Robust Linear Classification on Separated Data
ICML 2021
What relations are reliably embeddable in Euclidean space?
ALT 2020
When are Non-Parametric Methods Robust?
ICML 2020