Carmen Amo Alonso
Assistant Professor
Combines control theory and optimization to design reliable and controllable AI systems.
Carmen Amo Alonso's lab at UC Berkeley works on learning theory & optimization and trustworthy & safe ML. 10 papers since 2023, 5 at top venues, mostly ICLR and NeurIPS. Applications close .
At a glance
- papers, 2023–2026
- 3/ year
- at T1 venues
- 50%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 2 papers2026 · T1 1 · collecting
- 4 papers2025 · T1 2
- 2 papers2024 · T1 2
- 2 papers2023 · T1 0
T1 venuesOtherVenues: ICLR, NeurIPS, ACC, CDC, IROS
Research focuspaper titles that use each topic's words
- Learning theory & optimization0 papers
- Trustworthy & safe ML0 papers
- combines control0 papers
- control theory0 papers
- controllable0 papers
Paper list
From DBLP.
20262 papers
20254 papers
- NeurIPS (T1)Bridging Expressivity and Scalability with Adaptive Unitary SSMs (opens in a new tab)
- ICLR (T1)Lambda-Skip Connections: the architectural component that prevents Rank Collapse (opens in a new tab)
- ACCState Space Models as Foundation Models: A Control Theoretic Overview (opens in a new tab)
- CDCSystem Level Synthesis for Affine Control Policies: Model-Based and Data-Driven Settings (opens in a new tab)
20242 papers
20232 papers
- IEEE Trans. Control. Netw. Syst.Distributed and Localized Model Predictive Control - Part II: Theoretical Guarantees (opens in a new tab)
- IEEE Trans. Control. Netw. Syst.Distributed and Localized Model-Predictive Control-Part I: Synthesis and Implementation (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UC BerkeleyFall 2027
UC Berkeley EECS Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS (non-English-country degrees)
- Fee
- See program page
Confirmed on the program page.
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Your notes
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- The lab site and the paper record do not agree.
- Collected
- Verified
- Papers
- DBLP
- Members
- Lab homepage
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
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