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Workshop
Modelling variation in the forward EMG model.
Dimitrios Chalatsis · Alexander Clarke · Dario Farina
Poster
Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
Taiki Miyagawa · Takeru Yokota
Workshop
Fine-Tuned MLP-Mixer Foundation Models as data-driven Numerical Surrogates?
Imran Nasim · João Almeida
Workshop
BoostMD: Accelerated Molecular Sampling Leveraging ML Force Field Features
Lars L Schaaf · Ilyes Batatia · Jules Tilly · Tom Barrett
Poster
Thu 16:30 Banded Square Root Matrix Factorization for Differentially Private Model Training
Kalinin Nikita · Christoph Lampert
Poster
Thu 16:30 Interventionally Consistent Surrogates for Complex Simulation Models
Joel Dyer · Nicholas Bishop · Yorgos Felekis · Fabio Massimo Zennaro · Anisoara Calinescu · Theodoros Damoulas · Michael Wooldridge
Workshop
VehicleSDF: A 3D generative model for constrained engineering design via surrogate modeling
Hayata Morita · Kohei Shintani · Chenyang Yuan · Frank Permenter
Workshop
Private Text Generation by Seeding Large Language Model Prompts
Supriya Nagesh · Justin Chen · Nina Mishra · Tal Wagner
Workshop
Differentiable Causal Discovery for Latent Hierarchical Causal Models
Parjanya Prashant · Ignavier Ng · Kun Zhang · Biwei Huang
Poster
Wed 16:30 Diffusing Differentiable Representations
Yash Savani · Marc Finzi · J. Zico Kolter
Poster
Fri 11:00 Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation
Jin Woo Lee · Jaehyun Park · Min Jun Choi · Kyogu Lee
Workshop
ADAGE-Diff: Two-level adaptive agent based modelling for differentiable policy design
Benjamin Patrick Evans · Sihan Zeng · Sumitra Ganesh · Leo Ardon