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Arber Zela
Observed names:
Zela, Arber,
Zela, Arbër
Institutions:
ELLIS Institute Tübingen,
École Polytechnique Fédérale de Lausanne
Observed institutions:
University of Freiburg,
ELLIS Institute Tübingen,
University College London,
École Polytechnique Fédérale de Lausanne,
Robert Bosch (Germany)
ORCID:
0000-0003-4731-1511
Observed ORCID:
0000-0003-4731-1511
OpenAlex ID:
A5036384629
Understanding and Robustifying Differentiable Architecture Search
2019
·
Zela, Arber
, Elsken, Thomas
, et al.
·
arXiv (Cornell University)
·
279
PDF
Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search
2018
·
Zela, Arber
, Klein, Aaron
, et al.
·
arXiv (Cornell University)
·
134
PDF
AutoDispNet: Improving Disparity Estimation With AutoML
2019
·
Tonmoy Saikia
, Yassine Marrakchi
, et al.
·
IEEE/CVF International Conference on Computer Vision (ICCV)
·
79
PDF
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
2020
·
Zela, Arber
, Siems, Julien
, et al.
·
arXiv (Cornell University)
·
73
PDF
Neural Architecture Search: Insights from 1000 Papers
2023
·
White, Colin
, Safari, Mahmoud
, et al.
·
arXiv (Cornell University)
·
72
PDF
How Powerful are Performance Predictors in Neural Architecture Search?
2021
·
White, Colin
, Zela, Arber
, et al.
·
arXiv (Cornell University)
·
63
PDF
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
2020
·
Zaidi, Sheheryar
, Zela, Arber
, et al.
·
arXiv (Cornell University)
·
42
PDF
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks
2020
·
Zela, Arber
, Siems, Julien
, et al.
·
arXiv (Cornell University)
·
28
PDF
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
2022
·
Arjun Krishnakumar
, Colin White
, et al.
·
neural information processing systems
·
25
PDF
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
2022
·
Mehta, Yash
, White, Colin
, et al.
·
arXiv (Cornell University)
·
21
PDF
Neural Ensemble Search for Performant and Calibrated Predictions.
2020
·
Sheheryar Zaidi
, Arber Zela
, et al.
·
arXiv (Cornell University)
·
20
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
2023
·
Rohit Mohan
, Thomas Elsken
, et al.
·
International Journal of Computer Vision
·
19
PDF
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search
2021
·
Jovita Lukasik
, David Friede
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
18
PDF
Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019
2021
·
Zhengying Liu
, Adrien Pavao
, et al.
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
12
PDF
Bag of Tricks for Neural Architecture Search
2021
·
Elsken, Thomas
, Staffler, Benedikt
, et al.
·
arXiv (Cornell University)
·
4
PDF
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
2022
·
Elsken, Thomas
, Zela, Arber
, et al.
·
arXiv (Cornell University)
·
3
PDF
Multi-headed Neural Ensemble Search
2021
·
Narayanan, Ashwin Raaghav
, Zela, Arber
, et al.
·
arXiv (Cornell University)
·
3
PDF
Toward Artificial Intelligence in Oncology and Cardiology: A Narrative Review of Systems, Challenges, and Opportunities
2025
·
Visar Vela
, Ali Yasin Sonay
, et al.
·
Journal of Clinical Medicine
·
2
PDF
Multi-objective Differentiable Neural Architecture Search
2024
·
Sukthanker, Rhea Sanjay
, Zela, Arber
, et al.
·
arXiv (Cornell University)
·
2
PDF
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues
2024
·
Grazzi, Riccardo
, Siems, Julien
, et al.
·
arXiv (Cornell University)
·
1
PDF
GAMformer: Bridging Tabular Foundation Models and Interpretable Machine Learning
2024
·
Mueller, Andreas
, Siems, Julien
, et al.
·
arXiv (Cornell University)
·
1
PDF
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models
2024
·
Rhea Sukthanker
, Arber Zela
, et al.
·
neural information processing systems
·
1
PDF
JAHS-Bench-201: A Foundation for Research on Joint Architecture and Hyperparameter Search
2022
·
Archit Bansal
, Danny Stoll
, et al.
·
neural information processing systems
·
1
Spherical Fixed-Point Reasoners: Adaptive Loop Halting on the Hypersphere
2026
·
Zela, Arber
, Maranjyan, Artavazd
, et al.
·
arXiv (Cornell University)
PDF
Complex KDA: Understanding and Enhancing the Expressivity of Kimi Delta Attention
2026
·
Siems, Julien
, Grazzi, Riccardo
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
36
Citation count:
903
H-index:
13
I10-index:
14
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