Neeratyoy Mallik
6 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
AUTOML (2)
ICML (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
hyperparameter optimization
(2)
neural architecture search
(1)
deep learning
(1)
machine learning
(1)
bayesian optimization
(1)
multi-armed bandit
(1)
regret bound
(1)
expert belief
(1)
evolutionary algorithm
(1)
evolutionary search
(1)
differential evolution
(1)
python library
(1)
open science
(1)
machine learning api
(1)
workflow automation
(1)
dataset sharing
(1)
experiment reproducibility
(1)
proxy task
(1)
python api
(1)
experiment management
(1)
Papers
Frozen Layers: Memory-efficient Many-fidelity Hyperparameter Optimization
AUTOML 2025
Fast Benchmarking of Asynchronous Multi-Fidelity Optimization on Zero-Cost Benchmarks
AUTOML 2024
In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization
ICML 2024
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning
NIPS 2023
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization
IJCAI 2021
OpenML-Python: an extensible Python API for OpenML
JMLR 2021