Ankur Mallick
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
query routing
(2)
large language model
(2)
semi-supervised learning
(1)
model selection
(1)
distributed learning
(1)
distributed optimization
(1)
gaussian process
(1)
communication efficiency
(1)
estimation error
(1)
cost saving
(1)
edge deployment
(1)
spatial correlation
(1)
deep kernel
(1)
few-shot classification
(1)
probabilistic embedding
(1)
cost efficiency
(1)
temporal correlation
(1)
multiple response
(1)
sparsified mean estimation
(1)
performance drop
(1)
Papers
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
ICLR 2024
Deep kernels with probabilistic embeddings for small-data learning
UAI 2021
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
NeurIPS 2021