Andreas BedorfWe are very proud to consistently be represented at the world’s largest and most prestigious AI and machine learning conferences with our cutting-edge research, impactful papers, and participating in fruitful workshops as part of the conferences.
When the Forty-first International Conference on Machine Learning (ICML 2024), one of the leading international academic conference in machine learning, takes place from 21 – 27 July, the van der Schaar lab will be well-represented with 7 accepted papers.
Collectively, these papers touch on some of the most important areas within the lab’s extensive research agenda, including LLMs, Data-centric AI, Uncertainty Quantification, Diffusion Models, Causality and Tabular Foundation Models.
Titles and authors for all 7 papers are given below:
Do you want to find us in person at the event? Here are all our poster sessions:
Tuesday 23 July – Poster Session 1 – 11:30 CEST
“Dense Reward for Free in Reinforcement Learning from Human Feedback”
Alex J Chan, Hao Sun, Samuel Holt, Mihaela van der Schaar
Hall C 4-9 #908
Tuesday 23 July – Poster Session 2 – 13:30 CEST
“Position: Why Tabular Foundation Models Should Be a Research Priority”
Boris van Breugel, Mihaela van der Schaar
Hall C 4-9 #2700
Wednesday 24 July – Poster Session 3 – 11:30 CEST
“Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes”
Nabeel Seedat*, Nicolas Huynh*, Boris van Breugel, Mihaela van der Schaar
Hall C 4-9 #2216
Wednesday 24 July – Poster Session 4 – 13:30 CEST
“Meta-Learners for Partially-Identified Treatment Effects Across Multiple Environments”
Jonas Schweisthal, Dennis Frauen, Mihaela van der Schaar, Stefan Feuerriegel
Hall C 4-9 #2002
“Discovering Features with Synergistic Interactions in Multiple Views”
Cohee Kim, Mihaela van der Schaar, Changhee Lee
Hall C 4-9 #311
Thursday 25 July – Poster Session 6 – 13:30 CEST
“Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise”
Thomas Pouplin*, Alan Jeffares*, Nabeel Seedat, Mihaela van der Schaar
Hall C 4-9 #2415
“Time Series Diffusion in the Frequency Domain”
Jonathan Crabbé*, Nicolas Huynh*, Jan P Stanczuk, Mihaela van der Schaar
Hall C 4-9 #513
We will also present four specifically tailored projects at five of the inspiring workshops held alongside the main conference. Find our workshop papers here:
Mihaela van der Schaar
Marika Niihori
