Bernhard Schölkopf
@bschoelkopf
ID:439038555
17-12-2011 09:01:50
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The Oberwolfach Research Institute for Mathematics (MFO) was also the location of the latest #ELLISProgram workshop on Interactive Learning and Interventional Representations. Check out this detailed recap by Giorgia Ramponi Giorgia Ramponi: ifi.uzh.ch/en/alpi/blog.h…
Towards fully covariant machine learning
Soledad Villar, David W Hogg, Weichi Yao, George A Kevrekidis, Bernhard Schölkopf.
Action editor: Jean Barbier.
openreview.net/forum?id=gllUn…
#symmetries #symmetry #invariances
Can LLMs pass 𝐂𝐚𝐮𝐬𝐚𝐥 𝐓𝐮𝐫𝐢𝐧𝐠 𝐓𝐞𝐬𝐭? In our #NeurIPS2023 paper “CLadder: A Benchmark to Assess Causal Reasoning Capabilities of LMs”, we test LLMs on the Pearl's 3 Rungs of Causality, and found that LLMs are *far* from solving them.➡️arxiv.org/abs/2312.04350
Want to do a PhD in ML, consider applying to the fully-funded Cambridge - Tübingen PhD Fellowship.
From personal experience supervised by Ferenc Huszár and Bernhard Schölkopf, this is the best PhD out there!
ei.is.mpg.de/news/cambridge…
Deadline: noon, Dec 5th.
Help us build the ELLIS Institute: the new call for Hector Endowed PI positions is at tue.ellis.eu/jobs/PI2024. The positions come with the possibility for co-appointment at Max Planck & Tübingen AI Center #ELLISforEurope #Tuebingen #AI Intelligent Systems
Introducing our #NeurIPS2023 paper: 'Causal Component Analysis' (CauCA) – a causal generalization of Independent Component Analysis (ICA), and a special case of Causal Representation Learning (CRL). 1/10
📝: arxiv.org/abs/2305.17225
💻: github.com/akekic/causal-…
