The Future of Software #MachineLearning #Software #AI
Deep Learning is Powerful Because It Makes Hard Things Easy - Reflections 10 Years On #MachineLearning #DeepLearning #AI
Discrete Diffusion: Continuous-Time Markov Chains #MachineLearning #DeepLearning #Statistics
We may finally crack Maths. But should we? #MachineLearning #AI #Research
Mortal Komputation: On Hinton's argument for superhuman AI. #MachineLearning #AI #Research
Autoregressive Models, OOD Prompts and the Interpolation Regime #MachineLearning #DeepLearning #AI
We May be Surprised Again: Why I take LLMs seriously. #MachineLearning #AI #DeepLearning
Implicit Bayesian Inference in Large Language Models #MachineLearning #DeepLearning #BayesianInference
Eastern European Guide to Writing Reference Letters #Academia #Career #Writing
Causal inference 4: Causal Diagrams, Markov Factorization, Structural Equation Models #MachineLearning #CausalInference #Statistics
On Information Theoretic Bounds for SGD #MachineLearning #Statistics #DeepLearning
Notes on the Origin of Implicit Regularization in SGD #MachineLearning #DeepLearning #Research
An information maximization view on the $\beta$-VAE objective #MachineLearning #DeepLearning #AI
Some Intuition on the Neural Tangent Kernel #MachineLearning #DeepLearning #AI
Notes on Causally Correct Partial Models #MachineLearning #CausalInference #Statistics