Arber Zela
13 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Academic Marathon (6) π Cross-Pollinator (12) π Renaissance Researcher (6) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π€
Dynamic Duo
(13)
β
The Questioner
π
Century Club
(13)
Conferences
ICLR (6)
NIPS (5)
AUTOML (1)
ICCV (1)
Top co-authors
Keywords
neural architecture search
(5)
surrogate model
(3)
multi-objective optimization
(2)
uncertainty estimation
(2)
hyperparameter optimization
(2)
language model
(1)
hardware metric
(1)
hyperparameter search
(1)
multi-fidelity optimization
(1)
performance prediction
(1)
joint optimization
(1)
architecture search
(1)
neural ensemble
(1)
zero-cost proxy
(1)
learning curve extrapolation
(1)
zero-cost proxies
(1)
perplexity estimation
(1)
architecture performance prediction
(1)
hardware-aware benchmark
(1)
surrogate prediction
(1)
Papers
Regularized Neural Ensemblers
AUTOML 2025
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
ICLR 2025
Multi-objective Differentiable Neural Architecture Search
ICLR 2025
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
NIPS 2024
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
ICLR 2022
JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
NIPS 2022
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
NIPS 2022
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks
ICLR 2022
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
NIPS 2021
How Powerful are Performance Predictors in Neural Architecture Search?
NIPS 2021
Understanding and Robustifying Differentiable Architecture Search
ICLR 2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
ICLR 2020
AutoDispNet: Improving Disparity Estimation With AutoML
ICCV 2019