Anshul Thakur
10 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (13)
π
Interdisciplinary Bridge
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Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(26)
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Century Club
(10)
Conferences
AISTATS (4)
INTERSPEECH (3)
AAAI (1)
CVPR (1)
EMNLP (1)
Top co-authors
Keywords
federated learning
(3)
archetypal analysis
(2)
data-view heterogeneity
(2)
electronic health record
(2)
benchmark evaluation
(1)
adversarial learning
(1)
representation learning
(1)
message passing
(1)
zero-shot learning
(1)
audio classification
(1)
gaussian mixture model
(1)
convolutional neural network
(1)
data heterogeneity
(1)
language model
(1)
graph attention network
(1)
medical nlp
(1)
vision-language model
(1)
temporal graph
(1)
parameter-efficient fine-tuning
(1)
few-shot learning
(1)
Papers
Neuro-Symbolic Federated Learning over Heterogeneous Data-Views: A Structured Approach to Distributive EHR Modelling
AAAI 2026
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
CVPR 2025
Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation
AISTATS 2025
Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation
AISTATS 2025
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark
EMNLP 2024
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks
AISTATS 2024
Adversarial De-confounding in Individualised Treatment Effects Estimation
AISTATS 2023
All-Conv Net for Bird Activity Detection: Significance of Learned Pooling
INTERSPEECH 2018
Deep Convex Representations: Feature Representations for Bioacoustics Classification
INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM
INTERSPEECH 2018