Iacopo Poli

Lead Research Scientist, LightOn

Joined

March 2018

Names

Iacopo Poli

Emails

****@lighton.io (Confirmed)

****@lighton.ai (Confirmed)

Personal Links

Google Scholar

ORCID

Semantic Scholar

Career & Education History

Lead Research Scientist

LightOn (lighton.ai)

2017 – Present

MS student

Politecnico di Torino (polito.it)

2015 – 2017

Advisors, Relations & Conflicts

Coworker

Florent Krzakala

Present

Coauthor

Damien Garreau

2018 – 2020

Coauthor

Nicolas Keriven

2018 – 2020

Expertise

direct feedback alignment

Present

alternative training methods

Present

transformers architecture

Present

Publications

Contrastive Embeddings for Neural Architectures
Daniel Hesslow, Iacopo Poli
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Is the Number of Trainable Parameters All That Actually Matters?
Amélie Chatelain, Amine Djeghri, Daniel Hesslow, Julien Launay, Iacopo Poli
- Published: 18 Oct 2021, Last Modified: 26 May 2025
- ICBINB@NeurIPS2021 Spotlight
- Readers: Everyone
ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients
Alessandro Cappelli, Ruben Ohana, Julien Launay, Laurent Meunier, Iacopo Poli
- Published: 21 Jun 2021, Last Modified: 05 May 2023
- ICML 2021 Workshop AML Poster
- Readers: Everyone
Photonic Differential Privacy with Direct Feedback Alignment
Ruben Ohana, Hamlet Jesse Medina Ruiz, Julien Launay, Alessandro Cappelli, Iacopo Poli, Liva Ralaivola, Alain Rakotomamonjy
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone

Iacopo Poli

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Contrastive Embeddings for Neural Architectures

Is the Number of Trainable Parameters All That Actually Matters?

ROPUST: Improving Robustness through Fine-tuning with Photonic Processors and Synthetic Gradients

Photonic Differential Privacy with Direct Feedback Alignment

Co-Authors