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Events

  • Feb
    10

    CS Seminar: A quest for an algorithmic theory for high-dimensional statistical inference (Sidhanth Mohanty)

    Department of Computer Science (CS)

    12:00 PM 3514, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILS

    Monday / CS Seminar
    February 10th / 12:00 PM
    Hybrid / Mudd 3514

    Speaker
    Sidhanth Mohanty, MIT

    Talk Title
    A quest for an algorithmic theory for high-dimensional statistical inference

    Abstract
    "When does a statistical inference problem admit an efficient algorithm?
    There is an emergent body of research that studies this question by trying to understand the power and limitations of various algorithmic paradigms in solving statistical inference problems; for example, convex programming, Markov chain Monte Carlo (MCMC) algorithms, and message passing algorithms to name a few.

    Of these, MCMC algorithms are easy to adapt to new inference problems and have shown strong performance in practice, which makes them promising as a universal algorithm for inference. However, provable guarantees for MCMC have been scarce, lacking even for simple stylized models of inference.

    In this talk, I will survey some recent strides that I have made with my collaborators on achieving provable guarantees for MCMC in inference, and some new tools we introduced for analyzing the behavior of slow-mixing Markov chains."

    Biography
    "Sidhanth is broadly interested in theoretical computer science and probability theory, and his primary interests are on the algorithms and complexity of statistical inference, and spectral graph theory.

    Sidhanth is currently a postdoctoral researcher at MIT, hosted by Sam Hopkins. Previously, he received his PhD in Computer Science at UC Berkeley in 2023 where he was advised by Prasad Raghavendra."

    Research/Interest Areas
    Theoretical computer science, algorithmic statistics, analysis of Markov chains, spectral graph theory, semidefinite programming, random matrix theory
    ---

    Zoom: https://northwestern.zoom.us/j/98400432043?pwd=t4PaTy1pIWxa9R0QrhxojIjKeJ8pho.1
    Panopto: https://northwestern.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=d9a67624-ddf1-4295-bb3a-b27b011768d7
    Community Connections Topic: Lab counterculture

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    TIME Monday, February 10, 2025 at 12:00 PM - 1:00 PM

    LOCATION 3514, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Wynante R Charles    wynante.charles@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)

  • Aug
    20

    Alumni Education Webinar: McCormick School of Engineering's Strategic Vision

    McCormick School of Engineering and Applied Science

    12:00 PM

    EVENT DETAILS

    TIME Wednesday, August 20, 2025 at 12:00 PM - 1:00 PM

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Sep
    8

    Welcome & Breakfast for New McCormick PhD Students

    McCormick School of Engineering and Applied Science

    9:00 AM LR2 & Tech East Plaza, Technological Institute

    EVENT DETAILS

    TIME Monday, September 8, 2025 at 9:00 AM - 10:00 AM

    LOCATION LR2 & Tech East Plaza, Technological Institute    map it

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    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Sep
    12

    New Undergraduate Fall 2025 Registration

    University Academic Calendar

    All Day

    EVENT DETAILS

    TIME Friday, September 12, 2025

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    CONTACT Office of the Registrar    nu-registrar@northwestern.edu EMAIL

    CALENDAR University Academic Calendar

  • Sep
    15

    Welcome & Luncheon for New Full-time Graduate Students

    McCormick School of Engineering and Applied Science

    11:00 AM Ryan Auditorium & Tech East Plaza, Technological Institute

    EVENT DETAILS

    TIME Monday, September 15, 2025 at 11:00 AM - 12:30 PM

    LOCATION Ryan Auditorium & Tech East Plaza, Technological Institute    map it

    ADD TO CALENDAR

    CONTACT Andi Joppie    andi.joppie@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Sep
    16

    Fall Classes Begin. Change of Registration (Drop/Add) Late registration for returning students begins

    University Academic Calendar

    All Day

    EVENT DETAILS

    TIME Tuesday, September 16, 2025

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    CONTACT Office of the Registrar    nu-registrar@northwestern.edu EMAIL

    CALENDAR University Academic Calendar

  • Sep
    25

    Bagel Thursday

    Department of Computer Science (CS)

    9:00 AM

    EVENT DETAILS

    TIME Thursday, September 25, 2025 at 9:00 AM - 11:00 AM

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    CONTACT Wynante R Charles    wynante.charles@northwestern.edu EMAIL

    CALENDAR Department of Computer Science (CS)