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cs.LG2026
Signed Compression Progress on a Sealed Audit is Goodhart-Resistant
Ayush Mittal, Dhruv Gupta
Compression progress is a long-standing proposal for intrinsic motivation: reward an agent when its world model becomes better at predicting or compressing experience. The folk cla…
cs.LG2025
eDCF: Estimating Intrinsic Dimension using Local Connectivity
Dhruv Gupta, Aditya Nagarsekar, Vraj Shah +1
Modern datasets often contain high-dimensional features exhibiting complex dependencies. To effectively analyze such data, dimensionality reduction methods rely on estimating the d…