Randomized Least Squares Regression: Combining Model- and Algorithm-Induced Uncertainties

From a channel Lumen includes in full: Nearly every sampled upload is a research lecture, tutorial or bootcamp series (e.g. Spectral Graph Theory I, Mathematics of Lattices I, Polar Codes I). These are given by leading theorists, and the transcripts show definitions, models and algorithms being taught. This is expert-talk content with clear educational intent and no clickbait or entertainment framing. The few exceptions can be caught by title patterns and excluded: the Polylogues interview series, conversation/announcement pieces like the AI-math chat, and remarks or panels.