Stanford MLSys Seminars
Stanford seminar on the frontier of machine learning and systems. Live every Thursday, 1:15-3 pm PT.
@StanfordMLSysSeminars subscribers
Stanford MLSys Seminars
How Netflix does MLSys feat. Savin Goyal | Stanford MLSys Seminar Episode 17
Streamed 4 years ago - 1:01:00
Stanford MLSys Seminars
Machine Learning in Production - Roman Kazinnik | Stanford MLSys #66
Streamed 3 years ago - 56:36
Stanford MLSys Seminars
Deep Recommender Systems at Facebook feat. Carole-Jean Wu | Stanford MLSys Seminar Episode 24
Streamed 4 years ago - 1:05:06
Stanford MLSys Seminars
A Taxonomy of ML for Systems Problems - Martin Maas | Stanford MLSys #81
Streamed 1 year ago - 58:30
MLSys Singapore
MLSys Seminar @SG is a special interest group for Machine Learning System researchers and engineers in Singapore. We meet ...
@MLSysSingapore subscribers
Stanford MLSys Seminars
Interactive Model Development - Fait Poms | Stanford MLSys #56
Streamed 3 years ago - 55:55
Stanford MLSys Seminars
Automating Architecture Transfer feat. Ameet Talwalkar | Stanford MLSys Seminar Episode 19
Streamed 4 years ago - 58:03
MIT HAN Lab
MLSys'24 Best Paper - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
1 year ago - 18:57
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 1: Introduction
2 years ago - 54:18
Stanford MLSys Seminars
Open-Source Systems for Federated Learning | Stanford MLSys #48
Streamed 3 years ago - 56:10
Stanford MLSys Seminars
Improving Transfer and Robustness of Supervised Contrastive Learning - Dan Fu | Stanford MLSys #62
Streamed 3 years ago - 56:53
Stanford MLSys Seminars
ML for ML Compilers - Mangpo Phothilimthana | Stanford MLSys #80
Streamed 1 year ago - 58:07
Stanford MLSys Seminars
Declarative Machine Learning with Ludwig feat. Piero Molino | Stanford MLSys Seminar Episode 13
Streamed 4 years ago - 1:00:33
Stanford MLSys Seminars
Lux: Visualization for Data Science - Doris Lee | Stanford MLSys #55
Streamed 3 years ago - 58:43
Stanford MLSys Seminars
Efficiently Modeling Long Sequences with Structured State Spaces - Albert Gu | Stanford MLSys #46
Streamed 3 years ago - 57:19
Stanford MLSys Seminars
Distributed and Decentralized Learning - Ce Zhang | Stanford MLSys #68
Streamed 2 years ago - 48:13
Stanford MLSys Seminars
Malleable ML Systems feat. Karan Goel | Stanford MLSys Seminar Episode 29
Streamed 4 years ago - 56:30
Stanford MLSys Seminars
How to run a BILLION IoT devices w/ Mi Zhang | Stanford MLSys #41
Streamed 3 years ago - 58:18
Stanford MLSys Seminars
EVO: DNA Foundation Models - Eric Nguyen | Stanford MLSys #96
Streamed 1 year ago - 1:04:36
Stanford MLSys Seminars
ML-Powered Databases feat. Lin Ma | Stanford MLSys Seminar Episode 20
Streamed 4 years ago - 1:00:14
MIT HAN Lab
MLSys'25 - LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
1 month ago - 11:36
Stanford MLSys Seminars
Monarch Mixer: Making Foundation Models More Efficient - Dan Fu | Stanford MLSys #86
Streamed 1 year ago - 56:33
Stanford MLSys Seminars
Machine Learning Everywhere feat. Pete Warden | Stanford MLSys Seminar Episode 31
Streamed 4 years ago - 58:24
Students @ Systems
MLSys Podcast with Prof. Gennady and Prof. Cheng
Streamed 1 year ago - 59:22
MIT HAN Lab
MLSys'25 - QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
1 month ago - 13:45
Stanford MLSys Seminars
Disrupting Distributed ML feat. Guanhua Wang | Stanford MLSys Seminar Episode 25
Streamed 4 years ago - 56:56
Stanford MLSys Seminars
Causal AI for Systems feat. Pooyan Jamshidi | Stanford MLSys Seminar Episode 38
Streamed 3 years ago - 1:05:36
DSAI by Dr. Osbert Tay
Jeff Dean (Google Research & Deep Mind): Advances in ML for Systems and Systems for ML | MLSys 2024
5 months ago - 1:20:53
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 4-3: Exercise 3
2 years ago - 11:40
Stanford MLSys Seminars
How ML Optimizes Data Systems feat. Tim Kraska | Stanford MLSys Seminar Episode 26
Streamed 4 years ago - 1:04:30
Stanford MLSys Seminars
Scaling Up “Vibe Checks” for LLMs - Shreya Shankar | Stanford MLSys #97
Streamed 1 year ago - 55:01
Stanford MLSys Seminars
What can Data-Centric AI Learn from Data and ML Engineering? - Alkis Polyzotis | Stanford MLSys #65
Streamed 3 years ago - 55:52