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Cambridge ML Systems Seminar Series

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Informal and intermittent talks organized by the Cambridge ML Systems lab in the Computer Lab (https://mlsys.cst.cam.ac.uk/).

If you have a question about this list, please contact: Nic Lane; Sally Matthews. If you have a question about a specific talk, click on that talk to find its organiser.

0 upcoming talks and 17 talks in the archive.

Learning to Discover Learning Algorithms

UserAlex Goldie - University of Oxford .

HouseComputer Lab, SS03.

ClockMonday 09 March 2026, 13:00-14:00

Bringing distributed training natively to Transformers library

UserFerdinand Mom - Hugging Face.

HouseComputer Lab, LT1.

ClockMonday 16 February 2026, 14:30-15:30

DISCO: Dynamical Integration Systems for Convergence Optimisation in Distributed Low-Communication Training

UserFinn Anderson .

HouseComputer Lab, SS03.

ClockFriday 07 November 2025, 11:00-12:00

Client Clustering for Federated Learning in Data Heterogeneous Scenarios

UserGabriel Ukstin Talasso, Campinas (Unicamp), Brazil.

HouseComputer Lab, SS03.

ClockWednesday 22 October 2025, 11:00-12:00

Federated Learning at H.IAAC: On-going Research and Opportunities

UserAllan M. de Souza & Luiz Bittencourt, Universidade Estadual de Campinas (UNICAMP), Brazil.

HouseComputer Lab, FW11.

ClockMonday 20 October 2025, 11:00-12:00

Learning Under Constraints: From Federated Collaboration to Black-Box LLMs

UserSalma Kharrat, Kaust.

HouseComputer Lab, FW26.

ClockMonday 04 August 2025, 11:00-12:00

Drawing Connections in Decentralized Deep Learning

UserMax Ryabinin.

HouseComputer Lab, LT1.

ClockWednesday 18 June 2025, 15:00-16:00

Building Organizational Resilience with AI Malfunction Drills

UserRosco Hunter, University of Warwick .

HouseComputer Lab, FW26.

ClockTuesday 20 May 2025, 15:30-16:30

Frontiers in Embodied AI for Autonomous Driving

UserJamie Shotton, Wayve.

HouseComputer Lab, LT1.

ClockFriday 02 May 2025, 14:00-15:00

Learning Rate Schedules, Scaling Laws, and Techniques for Pretraining LLMs

UserAlex Hägele, EPFL.

HouseComputer Lab, FW26.

ClockTuesday 08 April 2025, 14:00-15:00

Towards the Responsible Development of Foundation Model and Generative AI

UserDr. Lingjuan Lyu .

HouseComputer Lab, LT2.

ClockTuesday 25 February 2025, 16:05-17:00

Training LLMs Anywhere: Enabling Large-Scale Decentralized Learning on Your Mobiles Devices

UserDongqi Cai - Beijing University of Posts and Telecommunications.

HouseComputer Lab, FW26.

ClockTuesday 28 January 2025, 15:00-16:00

Balancing Quality and Efficiency in Future AI Systems

UserShiqiang Wang - IBM.

HouseComputer Lab, LT1.

ClockFriday 29 November 2024, 11:00-12:00

Interpreting and Controlling Intermediate Representations in Large Language Models

UserNicola Cancedda -Meta's Fundamental AI Research (FAIR) team. .

HouseComputer Lab, LT1.

ClockTuesday 26 November 2024, 14:00-15:00

Physics in (Federated) Deep Neural Networks and Beyond: A Parametric Perspective

UserZexi Li-Zhejiang University.

HouseComputer Lab, LT1.

ClockThursday 14 November 2024, 14:00-15:00

Energy Efficient Edge AI using Ensembles and Hyperdimensional Computing

UserFlavio Ponzina, UCSD.

HouseComputer Lab, FW26.

ClockMonday 16 September 2024, 13:30-14:30

Navigating Privacy Risks in Language Models

UserPeter Kairouz -- Google.

HouseWest 2, West Hub (https://www.westcambridgehub.uk/visit).

ClockTuesday 16 July 2024, 15:00-16:00

Please see above for contact details for this list.

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Hybrid: Seminar room, SPRI & Zoom - email organiser for details Darwin Room, The Pitt Building Judge Business School (JBS)

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