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Workshop
A Multimodal Causal Framework for Large-Scale Ecosystem Valuation: Application to Wetland Benefits for Flood Mitigation
Hannah Druckenmiller · Georgia Gkioxari · Connor Jerzak · SayedMorteza Malaekeh
Workshop
Causal Inference under Differential Privacy: Challenges and Mitigation Strategies
Amirhossein Farzam · Guillermo Sapiro
Workshop
Sat 15:45 LLMs for Causal Inference
Jonathan Choi
Workshop
Sat 12:00 LLMs as Emotion Analyzers for Causal Models: Partial Identification with Fuzzy Interval Data
Huidi Ma · Wendao Xue · Yifan Yu
Workshop
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences
Niklas Schmidinger · Lisa Schneckenreiter · Philipp Seidl · Johannes Schimunek · Sohvi Luukkonen · Pieter-Jan Hoedt · Johannes Brandstetter · Andreas Mayr · Sepp Hochreiter · Günter Klambauer
Workshop
Unifying Causal Representation Learning with the Invariance Principle
Dingling Yao · Dario Rancati · Riccardo Cadei · Marco Fumero · Francesco Locatello
Workshop
Systems with Switching Causal Relations: A Meta-Causal Perspective
Moritz Willig · Tim Nelson Tobiasch · Florian Peter Busch · Jonas Seng · Devendra S Dhami · Kristian Kersting
Workshop
On Domain Generalization Datasets as Proxy Benchmarks for Causal Representation Learning
Olawale Salaudeen · Nicole Chiou · Sanmi Koyejo
Poster
Wed 16:30 Intervention and Conditioning in Causal Bayesian Networks
Sainyam Galhotra · Joseph Halpern
Workshop
Empowerment and Causal Learning
Annya Dahmani · Alyssa L Dayan · Alison Gopnik
Poster
Fri 11:00 On Causal Discovery in the Presence of Deterministic Relations
Loka Li · Haoyue Dai · Hanin Al Ghothani · Biwei Huang · Jiji Zhang · Shahar Harel · Isaac Bentwich · Guangyi Chen · Kun Zhang
Session
Fri 10:00 Overflow for Oral Session 5B: Graph Neural Networks, Causal Inference