37 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 4 cited
Lossy Compression for Lossless Prediction
Yann Dubois, Benjamin Bloem-Reddy, Karen Ullrich +1
Most data is automatically collected and only ever "seen" by algorithms. Yet, data compressors preserve perceptual fidelity rather than just the information needed by algorithms pe…
math.OC2018★ 37 cited
Hamiltonian Descent Methods
Chris J. Maddison, Daniel Paulin, Yee Whye Teh +2
We propose a family of optimization methods that achieve linear convergence using first-order gradient information and constant step sizes on a class of convex functions much large…