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cs.LG2024
Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics
Truong Son Hy, Thieu Khang, Risi Kondor
Multiresolution Matrix Factorization (MMF) is unusual amongst fast matrix factorization algorithms in that it does not make a low rank assumption. This makes MMF especially well su…
cs.CV2024
Steerable Transformers for Volumetric Data
Soumyabrata Kundu, Risi Kondor
We introduce Steerable Transformers, an extension of the Vision Transformer mechanism that maintains equivariance to the special Euclidean group . We propose an equ…
cs.LG2024
Sign Rank Limitations for Inner Product Graph Decoders
Su Hyeong Lee, Qingqi Zhang, Risi Kondor
Inner product-based decoders are among the most influential frameworks used to extract meaningful data from latent embeddings. However, such decoders have shown limitations in repr…