Submissions from jiha-kim.github.io

		A Simpler Parametrization for Modern Optimizers (jiha-kim.github.io)
		3 points by ibobev 17 hours ago \| past \| discuss
		Fast Tight Spectral-Norm Bounds (jiha-kim.github.io)
		1 point by ibobev 5 days ago \| past \| discuss
		Autoregression vs. Diffusion – Understanding Sampling via Optimal Transport (jiha-kim.github.io)
		2 points by ibobev 12 days ago \| past \| discuss
		Rational Matrix Iterations for Polar Decomposition (jiha-kim.github.io)
		2 points by ibobev 28 days ago \| past
		Dynamics of Higher-Order Residual Networks (jiha-kim.github.io)
		2 points by ibobev 33 days ago \| past
		Lion-K CCWD: Corrected Cautious Weight Decay and Hyperparameter Transfer (jiha-kim.github.io)
		1 point by ibobev 42 days ago \| past
		Transformers as Constrained Optimization (jiha-kim.github.io)
		1 point by ibobev 46 days ago \| past
		Optimizers and Odes (jiha-kim.github.io)
		4 points by ibobev 49 days ago \| past
		Frequency-Domain Muon for Conv Filters – Orthogonalizing the Operator (jiha-kim.github.io)
		1 point by ibobev 60 days ago \| past
		Polar Factor Beyond Newton-Schulz – Fast Matrix Inverse Square Root (jiha-kim.github.io)
		14 points by ibobev 61 days ago \| past \| 3 comments
		Matrix Inverse Roots with Fixed-Budget GEMM Kernels (jiha-kim.github.io)
		3 points by ibobev 67 days ago \| past
		Matrix Inverse Square Root (SPD) with Fixed-Budget GEMM Kernels (jiha-kim.github.io)
		1 point by ibobev 69 days ago \| past
		Deriving Reverse-Time Stochastic Differential Equations (SDEs) (jiha-kim.github.io)
		1 point by ibobev 5 months ago \| past
		Discrete Calculus (jiha-kim.github.io)
		1 point by ibobev 5 months ago \| past
		Life Update – On Health (jiha-kim.github.io)
		1 point by jxmorris12 9 months ago \| past
		Rethinking Probability – Mass, Averages, and Granularity (jiha-kim.github.io)
		3 points by ibobev 11 months ago \| past
		The Mean-Ing of Loss Functions (jiha-kim.github.io)
		1 point by ibobev on April 1, 2025 \| past
		The Mean-Ing of Loss Functions (jiha-kim.github.io)
		3 points by jxmorris12 on March 28, 2025 \| past
		Introduction to Stochastic Calculus (jiha-kim.github.io)
		444 points by ibobev on Feb 24, 2025 \| past \| 70 comments
		Automatic Stochastic Differentiation (jiha-kim.github.io)
		1 point by pizza on Feb 22, 2025 \| past