Afonso Bandeira
Full Professor
Studies the mathematics of data science and machine learning, including statistical-to-computational gaps, random matrices and spectral methods for inference problems.
Afonso Bandeira's lab at ETH Zurich works on learning theory & optimization, efficient training & inference and data management & big data. 4 papers since 2023, 2 at top venues, mostly STOC.
At a glance
- papers, 2023–2026
- 1/ year
- at T1 venues
- 50%
- PhD students
- 0
- MS students
- 0
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 2
- 2 papers2024 · T1 0
- 0 papers2023 · T1 0
T1 venuesOtherVenues: STOC
Research focuspaper titles that use each topic's words
- Learning theory & optimization0 papers
- Efficient training & inference0 papers
- Data management & big data0 papers
- mathematics0 papers
- spectral0 papers
Paper list
From DBLP.
20252 papers
20242 papers
- SIAM J. Appl. Dyn. Syst.Guarantees for Spontaneous Synchronization on Random Geometric Graphs (opens in a new tab)
- Found. Comput. Math.Subexponential-Time Algorithms for Sparse PCA (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to ETH ZurichRolling
Not announced yet
Computer Science Doctorate (D-INFK)
- Round
- Rolling (no deadline)
- Opens
- —
- GRE
- See program page
- English
- Proficiency in written and spoken English
- Fee
- See program page
Confirmed on the program page.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.