[talks] Pydata Lausanne February 2025

In collaboration with https://thealliance.ai/, we are organizing an event in parallel to AMLD 2025 (same week)

main talks + fire talks, then the usual networking with refreshments kindly offered by AI alliance.
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[main talks]

Dr. Christoph Auer (IBM Research Zurich)
Docling: A Game-Changer for GenAI Data Ingestion

Dr. Sandro Scandolo (ICTP -- Trieste, Italy)
Unlocking the Power of AI: Collaboration and Open Knowledge Sharing for Scientific Progress

[ 🔥 fire talks]

Igor Krawczuk (Adaptyv Bio)
From o1 to olmo, why benchmark gaming makes open source ML non-negotiable

Igor Krawczuk will discus why Benchmark inflation https://arxiv.org/abs/2410.09247 might make actual open source ML like olmo https://allenai.org/olmo and open weights ever more non-negotiable, as SotA model after SotA model are shown to be trained on benchmark data or illegally collected data.

Tudor Cotet (Adaptyv Bio)
Why risk matters:the 25% tax on ignoring risk in AI based protein design

Tudor Cotet presents the outcome of his internship project at Adaptyvbio, where he developed a risk centric benchmark for BO based protein design methods and found considering risk in model selection to be a pareto dominant choice across various setups.

Anastasia Stasenko (Pleias)
Train fully open LLMs on sources without copyright concerns!
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NOTES

• PLEASE RSVP: If your status changes, change your RSVP accordingly! This enables us to manage reservations.
• If you are on the waiting list, we will do our best to increase the number of seats, so stay tuned.