Lokesh Nagalapatti
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
AAAI (4)
ICLR (2)
ICML (1)
WACV (1)
Top co-authors
Keywords
federated learning
(3)
game theory
(2)
shapley value
(2)
anomaly detection
(1)
feature selection
(1)
gradient-based optimization
(1)
coreset selection
(1)
gradient aggregation
(1)
privacy preservation
(1)
gaussian process
(1)
kernel smoothing
(1)
noise robustness
(1)
data selection
(1)
edge device
(1)
data quality
(1)
cooperative game
(1)
tabular datum
(1)
client selection
(1)
client-server architecture
(1)
client-side training
(1)
Papers
Tab-Shapley: Identifying Top-k Tabular Data Quality Insights
AAAI 2025
From Search to Sampling: Generative Models for Robust Algorithmic Recourse
ICLR 2025
Robust Root Cause Diagnosis using In-Distribution Interventions
ICLR 2025
Gradient Coreset for Federated Learning
WACV 2024
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing
AAAI 2024
PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect
ICML 2024
Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning
AAAI 2022
Game of Gradients: Mitigating Irrelevant Clients in Federated Learning
AAAI 2021