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Review Talk – Dovi Poznanski: Unsupervised Learning: How to sift through astronomical haystacks without getting lost in metaphors, hyperboles or in a random forest

Review Talk – Viviana Acquaviva: From ML x Astrophysics to ML x Climate: A journey across disciplines

Short Talks – Mariel Pettee: Interdisciplinary ML for Fundamental Physics

Review Talk – Henry Ferguson: Applications of Machine Learning for Studying Galaxy Evolution with JWST and Roman

Short Talks – Andreea Petric, Francisco Javier Castander Serentill and Toby Brown

Review Talk – Benjamin Wandelt: Implicit inference based on simulations

Short Talks – Robert Feldmann, Megan Tillman, Festa Bucinca and Yu-Heng Lin

Review Talk – Shirley Ho: Deep Learning as a last resort in galaxy formation?

Short Talks – Amandine Le Brun, Shivam Pandey, Yongseok Jo and Naomi Gluck

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