Alex Cloninger
Professor
Develops geometric data analysis and applied harmonic analysis methods for data near low-dimensional manifolds, with applications to deep learning and distribution distances.
Alex Cloninger's lab at UCSD works on geometry processing & modeling and visualization & visual analytics. 7 papers since 2023, 3 at top venues, mostly ICLR and NeurIPS. Applications close .
At a glance
- papers, 2023–2026
- 2/ year
- at T1 venues
- 43%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 3 papers2026 · T1 1 · collecting
- 2 papers2025 · T1 1
- 2 papers2024 · T1 1
- 0 papers2023 · T1 0
T1 venuesOtherVenues: ICLR, NeurIPS, SIGMOD
Research focuspaper titles that use each topic's words
- Geometry processing & modeling1 paper
- Visualization & visual analytics0 papers
- develops geometric0 papers
- analysis methods0 papers
- distribution0 papers
Paper list
From DBLP.
20263 papers
- ICLR (T1)Generalization Below the Edge of Stability: The Role of Data Geometry (opens in a new tab)
- SIAM J. Optim.Non-degenerate Rigid Alignment in a Patch Framework (opens in a new tab)
- Trans. Mach. Learn. Res.OT Score: An OT based Confidence Score for Prototype-Assisted Source Free Unsupervised Domain Adaptation (opens in a new tab)
20252 papers
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCSDFall 2027
UCSD CSE Computer Science PhD
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Data
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- The alumni list could not be found on the lab site.
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