NewX | Research Hub

Citations & Impact

All-time

Citations

4,955

H-index

33

i10-index

94

Publications

20

Co-authors

57

list available

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Publications

7 items

Beyond Repeated Sampling: Learning Search Policies for LLM Reasoning

2026

Cited

0

CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning

2025

Cited

0

Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption

2025

Cited

0

Tuning without Peeking: Provable Privacy and Generalization Bounds for LLM Post-Training

2025

Cited

0

From Bytes to Ideas: Language Modeling with Autoregressive U-Nets

2025

Cited

0

Mixture of Experts in Image Classification: What's the Sweet Spot?

arXiv.org · 2024

Cited

4

Evolutionary Retrofitting

ACM Transactions on Evolutionary Learning and Optimization · 2024

Cited

1

Resume

Academic Achievements

Area Editor of Journal of Machine Learning Research (JMLR) since 2013
Chair of the Advisory Board of ACM SIGEVO (2015–2019)
Editor-in-Chief of MIT Press Evolutionary Computation Journal (2002–2009)
Associate Editor of Springer’s Genetic Programming and Evolvable Machines (2000–2016)
Contributed to the 'Villani Report' on France's AI strategy published March 29, 2018

Co-authors

8 total