Sanjoy Dasgupta
where else to find them
no profile links on file
what they talk about
where they keep going back
no series more than once — all 3 in the filters
on a stage with
- Rob Nowakonce
who talks about the same things
nobody close enough yet
| title | conference | date |
|---|---|---|
| Labeling a Data Set Using Sublinearly Many Queries | Sublinear Algorithms and Nearest-Neighbor Search | 2018-11-27 |
Classic uncertainty heuristics are provably inconsistent — they can converge to the wrong classifier even with infinite labels. The alternative active… | ||
| Interactive Learning of Classifiers and Other Structures | Foundations of Machine Learning Boot Camp 2017 | 2017-01-23 |
Interactive learning studies when an algorithm queries labels or other feedback adaptively and what guarantees that yields: active learning can cut label needs… | ||
| Distribution-Specific Analysis of Nearest Neighbor Search and Classification | Learning, Algorithm Design and Beyond Worst-Case Analysis | 2016-11-14 |
Compares algorithmic and statistical behavior of nearest neighbor with concrete bounds: shows KD-style spill forest and random-projection trees have failure… | ||
| nothing matches | ||