Neeratyoy Mallik
6 papers · 2021–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Deep Learning
(2)
Application Areas
(2)
Architectures
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Systems
(1)
Keywords
hyperparameter optimization
(4)
bayesian optimization
(2)
transformer
(1)
neural architecture search
(1)
deep learning
(1)
machine learning
(1)
multi-armed bandit
(1)
regret bound
(1)
surrogate model
(1)
expert belief
(1)
evolutionary algorithm
(1)
evolutionary search
(1)
file system
(1)
differential evolution
(1)
python library
(1)
open science
(1)
machine learning api
(1)
workflow automation
(1)
dataset sharing
(1)
experiment reproducibility
(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
NeurIPS 2023
DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter Optimization
IJCAI 2021
OpenML-Python: an extensible Python API for OpenML
JMLR 2021