# machine learning (video feeds) — RSS Amplifier Recent posts from the 60 feeds in the RSS Amplifier directory that cover machine learning. Page: Feed: --- ## [Alex Damian - Understanding Optimization in Deep Learning with Central Flows](https://www.youtube.com/watch?v=WopNCEVk5BQ) _2026-07-15 · One world theoretical machine learning · One world theoretical machine learning_ ## [Minshuo Chen - Unlocking Adaptive Generative Decision-Making with Diffusion Models](https://www.youtube.com/watch?v=UFNa0ZUAWCQ) _2026-07-04 · One world theoretical machine learning · One world theoretical machine learning_ ## [Tizian Wenzel: On the optimal shape parameter for kernel methods and beyond](https://www.youtube.com/watch?v=PII8n2AGh-Q) _2026-06-03 · One world theoretical machine learning · One world theoretical machine learning_ ## [Hardening Digital Infrastructure: Two Examples](https://podcasts.ox.ac.uk/hardening-digital-infrastructure-two-examples) _2026-05-27 · Strachey Lectures_ Trinity Term 2026 Strachey Lecture with Professor Srđan Čapkun, Hardening Digital Infrastructure: Resilient Positioning and Sovereign Smartphone Architectures. Recent global events have underscored how failures in isolation, redundancy, and control can jeopardiseessential digital functions. A critical challenge remains: how do we harden systems for higher resiliency, personal and societal control… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2026-05-27-comsci-strachey-digital_infrastructure.mp4) ## [Nicolas Boffi - Flow map language models](https://www.youtube.com/watch?v=mvTH5rkRy1s) _2026-05-26 · One world theoretical machine learning · One world theoretical machine learning_ ## [This app is full of bugs](https://www.jimmysastra.com/blog/this-app-is-full-of-bugs/) _2026-05-16 · admin · Jimmy's blog_ Every press of the Tab key spans a new bug.Some small and some big. Who will maintain what was once an orderly garden? AI slop. Ai-yay-yay. And yet,we keep on pressing Tab. Go ahead. Press that Tab key yourself: https://jimmysastra.com/doodles/bug.You know you want to. The ability to upload your own bug and add it to \[ \] [Listen](https://www.jimmysastra.com/blog/wp-content/uploads/2026/05/Bugs-fast.mp4) ## [This app is full of bugs](https://www.jimmysastra.com/blog/this-app-is-full-of-bugs/) _2026-05-16 · admin · Jimmy's blog_ Every press of the Tab key spans a new bug.Some small and some big. Who will maintain what was once an orderly garden? AI slop. Ai-yay-yay. And yet,we keep on pressing Tab. Go ahead. Press that Tab key yourself: https://jimmysastra.com/doodles/bug.You know you want to. The ability to upload your own bug and add it to \[ \] [Listen](https://www.jimmysastra.com/blog/wp-content/uploads/2026/05/Bugs-fast.mp4) ## [Xiong Wang: Statistical learning problems in interacting particle systems](https://www.youtube.com/watch?v=KkvDLHoVXgw) _2026-04-08 · One world theoretical machine learning · One world theoretical machine learning_ ## [Giulio Biroli - Why Diffusion Models Don't Memorize](https://www.youtube.com/watch?v=lmm3rCFyzm8) _2026-03-27 · One world theoretical machine learning · One world theoretical machine learning_ ## [Pierre-Alexandre Mattei - Ensembles in machine learning: (simple) theory and (simple) practice](https://www.youtube.com/watch?v=rHNMpIfUbSI) _2026-03-15 · One world theoretical machine learning · One world theoretical machine learning_ ## [Accept your Doppler invite (Sponsored)](https://crawlproof.com/a/wP4N1tJXmuMG) _2026-03-15 · **Sponsored**_ Create your Doppler account using the invite code you received. ## [Yingzhen Li - Variational Uncertainty Decomposition for In-Context Learning](https://www.youtube.com/watch?v=LVySjYrevww) _2026-03-01 · One world theoretical machine learning · One world theoretical machine learning_ ## [An AI stack: from scaling AI workloads to evaluating LLMs](https://podcasts.ox.ac.uk/ai-stack-scaling-ai-workloads-evaluating-llms) _2026-02-26 · Strachey Lectures_ Hilary Term 2026 Strachey Lecture with Professor Ion Stoica, An AI stack: from scaling AI workloads to evaluating LLMs Large language models (LLMs) have taken the world by storm, enabling new applications, intensifying GPU shortages, and raising concerns about the accuracy of their outputs. In this talk, I will present several projects I have worked on to address these challenges. Specifically, I… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2026-02-03-strachey-stoica.mp4) ## [Qing Qu - Understanding Generalization of Deep Generative Models based on Low-dimensional Structures](https://www.youtube.com/watch?v=a6TGURU_wLE) _2026-02-01 · One world theoretical machine learning · One world theoretical machine learning_ ## [Andrew Ilersich - Learning Stochastic Multiscale Models of Spatiotemporal Systems](https://www.youtube.com/watch?v=KG_Y-UG4z_A) _2026-01-18 · One world theoretical machine learning · One world theoretical machine learning_ ## [Advances in Garbled Circuits](https://podcasts.ox.ac.uk/advances-garbled-circuits) _2025-10-27 · Strachey Lectures_ MT25 Strachey Lecture - Professor Rafail Ostrovsky: Advances in Garbled Circuits Nearly 40 years ago, Andy Yao proposed the construction of “Garbled Circuits,” which had an enormous impact on the field of secure computation -- both in theory and in practice. In Garbled Circuits, two parties agree on a Boolean circuit that they want to evaluate, where both parties have partial, disjoint inputs to… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2025-10-21-strachey-720p.mp4) ## [Emoji phonetic alphabet](https://www.jimmysastra.com/blog/emoji-phonetic-alphabet/) _2025-09-21 · admin · Jimmy's blog_ Do you ever find yourself spelling out names, emails, or part numbers over the phone? For example, whenever I relay my email address over the phone, I have to carefully distinguish M versus N in MONOMER BIO . If so, I have a tool for you. The NATO phonetic alphabet was designed for spelling out letters in noisy \[ \] [Listen](https://www.jimmysastra.com/blog/wp-content/uploads/2025/09/Emoji-Phonetic-Alphabet-21-September-2025-3.mp4) ## [Emoji phonetic alphabet](https://www.jimmysastra.com/blog/emoji-phonetic-alphabet/) _2025-09-21 · admin · Jimmy's blog_ Do you ever find yourself spelling out names, emails, or part numbers over the phone? For example, whenever I relay my email address over the phone, I have to carefully distinguish M versus N in MONOMER BIO . If so, I have a tool for you. The NATO phonetic alphabet was designed for spelling out letters in noisy \[ \] [Listen](https://www.jimmysastra.com/blog/wp-content/uploads/2025/09/Emoji-Phonetic-Alphabet-21-September-2025-3.mp4) ## [Vibe doodling](https://www.jimmysastra.com/blog/vibe-doodling/) _2025-08-24 · admin · Jimmy's blog_ As a kid, I spent a lot of time doodling in my notebooks. I imagine myself scribbling away in class when I should have been taking notes. This may seem frivolous, but I recently made the connection between these squiggles and the Dutch notion of niksen, which translates to doing nothing. It’s different from meditation, \[ \] [Listen](http://www.jimmysastra.com/blog/wp-content/uploads/2025/08/Vibe-Doodling-1080.mp4) ## [Vibe doodling](https://www.jimmysastra.com/blog/vibe-doodling/) _2025-08-24 · admin · Jimmy's blog_ As a kid, I spent a lot of time doodling in my notebooks. I imagine myself scribbling away in class when I should have been taking notes. This may seem frivolous, but I recently made the connection between these squiggles and the Dutch notion of niksen, which translates to doing nothing. It’s different from meditation, \[ \] [Listen](http://www.jimmysastra.com/blog/wp-content/uploads/2025/08/Vibe-Doodling-1080.mp4) ## [Will Computers prove theorems?](https://podcasts.ox.ac.uk/will-computers-prove-theorems) _2025-05-15 · Strachey Lectures_ Kevin Buzzard: Will Computers prove theorems? Will computers one day replace human mathematicians? Is this just around the corner, or decades away? Can neural networks spot patterns which humans have missed? Currently language models are great for brainstorming big ideas but are very poor when it comes to details. Can integrating a language model with a theorem prover like Lean solve these… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2025-05-06-consci-strachey-buzzard-720p.mp4) ## [Anthony Ettinger on LinkedIn (Sponsored)](https://crawlproof.com/a/R7HaLkgWR8Vi) _2025-05-15 · **Sponsored**_ Public LinkedIn profile at linkedin.com/in/anthonyettinger. ## [Formalizing the Future: Lean’s Impact on Mathematics, Programming, and AI](https://podcasts.ox.ac.uk/formalizing-future-leans-impact-mathematics-programming-and-ai) _2025-05-15 · Strachey Lectures_ Leo De Moura: Formalizing the Future: Lean’s Impact on Mathematics, Programming, and AI How can mathematicians, software developers, and AI systems work together with complete confidence in each other’s contributions? The open-source Lean proof assistant and programming language provides an answer, offering a rigorous framework where proofs and programs are machine-checkable, shared, and extended… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2025-05-06-consci-strachey-moura-720p.mp4) ## [Privacy, Verification, Robustness: A Cryptographer's perspective on ML](https://podcasts.ox.ac.uk/privacy-verification-robustness-cryptographers-perspective-ml) _2025-03-11 · Strachey Lectures_ Strachey Lecture: Privacy, Verification, Robustness: A Cryptographer's perspective on ML Cryptographic tools enable the safe use of technology platforms controlled by worst case computationally bounded adversaries.In this talk I will show how cryptographic paradigms and tools can be used to address trust issues in various phases of the machine learning pipeline. We will touch on approaches for… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2025-03-04-consci-strachey-720p.mp4) ## [From probabilistic bisimulation to representation learning via metrics](https://podcasts.ox.ac.uk/probabilistic-bisimulation-representation-learning-metrics) _2024-12-02 · Strachey Lectures_ Strachey Lecture: From probabilistic bisimulation to representation learning via metrics - Professor Prakash Panangaden Bisimulation is a fundamental equivalence relation in process theory invented by Robin Milner and with an elegant fixed-point definition due to David Park. In this talk I will review the concept of bisimulation and then discuss its probabilistic analogue. This was extended to… [Listen](https://media.podcasts.ox.ac.uk/comlab/comsci/strachey/2024-11-19-strachey-720p.mp4)