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
ML for ML Compilers - Mangpo Phothilimthana | Stanford MLSys #80
Streamed 1 year ago - 58:07
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
DSAI by Dr. Osbert Tay
Jeff Dean (Google Research & Deep Mind): Advances in ML for Systems and Systems for ML | MLSys 2024
6 months ago - 1:20:53
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
Symbols and Rules with Deep Learning - Ellie Pavlick | Stanford MLSys #54
Streamed 3 years ago - 1:01:40
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
Professional Norms in Generative AI - Rob Reich | Stanford MLSys #74
Streamed 2 years ago - 1:00:37
Stanford MLSys Seminars
Malleable ML Systems feat. Karan Goel | Stanford MLSys Seminar Episode 29
Streamed 4 years ago - 56:30
MIT HAN Lab
MLSys'24 Best Paper - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
1 year ago - 18:57
Stanford MLSys Seminars
Open-Source Systems for Federated Learning | Stanford MLSys #48
Streamed 3 years ago - 56:10
Stanford MLSys Seminars
Lux: Visualization for Data Science - Doris Lee | Stanford MLSys #55
Streamed 3 years ago - 58:43
Stanford MLSys Seminars
Automating Architecture Transfer feat. Ameet Talwalkar | Stanford MLSys Seminar Episode 19
Streamed 4 years ago - 58:03
Stanford MLSys Seminars
ML-Powered Databases feat. Lin Ma | Stanford MLSys Seminar Episode 20
Streamed 4 years ago - 1:00:14
Students @ Systems
MLSys Podcast with Prof. Gennady and Prof. Cheng
Streamed 1 year ago - 59:22
Stanford MLSys Seminars
How to run a BILLION IoT devices w/ Mi Zhang | Stanford MLSys #41
Streamed 3 years ago - 58:18
MIT HAN Lab
MLSys'25 - LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
2 months ago - 11:36
Stanford MLSys Seminars
Monarch Mixer: Making Foundation Models More Efficient - Dan Fu | Stanford MLSys #86
Streamed 1 year ago - 56:33
DSAI by Dr. Osbert Tay
Yejin Choi: Possible Impossibilities and Impossible Possibilities | MLSys 2024
6 months ago - 1:00:28
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 1: Introduction
2 years ago - 54:18
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 4-3: Exercise 3
2 years ago - 11:40
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
Stanford MLSys Seminars
Disrupting Distributed ML feat. Guanhua Wang | Stanford MLSys Seminar Episode 25
Streamed 4 years ago - 56:56
MIT HAN Lab
MLSys'25 - QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
2 months ago - 13:45
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
How ML Optimizes Data Systems feat. Tim Kraska | Stanford MLSys Seminar Episode 26
Streamed 4 years ago - 1:04:30
MIT HAN Lab
MLSys'2021: IOS: Inter-Operator Scheduler for CNN Acceleration (Full Talk)
4 years ago - 16:05
Stanford MLSys Seminars
What do Machines Know? feat. Fabio Petroni | Stanford MLSys Seminar Episode 16
Streamed 4 years ago - 1:01:57
Stanford MLSys Seminars
Tiny ML, Harvard Style - Vijay Janapa Reddi | Stanford MLSys #57
Streamed 3 years ago - 57:37
Stanford MLSys Seminars
Machine Learning Everywhere feat. Pete Warden | Stanford MLSys Seminar Episode 31
Streamed 4 years ago - 58:24
Stanford MLSys Seminars
Causal AI for Systems feat. Pooyan Jamshidi | Stanford MLSys Seminar Episode 38
Streamed 3 years ago - 1:05:36
Stanford MLSys Seminars
“Boring” Problems in Distributed ML feat. Richard Liaw | Stanford MLSys Seminar Episode 28
Streamed 4 years ago - 58:21
Stanford MLSys Seminars
Distributed ML with H2O feat. Erin LeDell | Stanford MLSys Seminar Episode 23
Streamed 4 years ago - 1:05:35
Stanford MLSys Seminars
Bridging Models and Data feat. Willem Pienaar | Stanford MLSys Seminar Episode 32
Streamed 4 years ago - 1:03:45
Navid NaderiAlizadeh
MLSys 2023 Workshop on Resource-Constrained Learning in Wireless Networks
2 years ago - 6:00:18
Stanford MLSys Seminars
ML Frameworks for Chatbots feat. Chris Kedzie | Stanford MLSys Seminar Episode 34
Streamed 4 years ago - 58:47
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 4-2: Exercise 2
2 years ago - 8:08
Stanford MLSys Seminars
NLP Beyond Softmax feat. Sasha Rush | Stanford MLSys Seminar Episode 33
Streamed 4 years ago - 59:30
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 5: Closing Remarks
2 years ago - 5:42
UofT-EcoSystem
MLSys'2021: RL-Scope: Cross-stack Profiling for Deep Reinforcement Learning Workloads (Lightning)
4 years ago - 5:11
Stanford MLSys Seminars
Weak Supervision for Diverse Datatypes - Fred Sala | Stanford MLSys #51
Streamed 3 years ago - 53:18
Peifeng Yu
[MLSys'21][Oral] Fluid: Resource-aware Hyperparameter Tuning Engine
4 years ago - 14:58
Stanford MLSys Seminars
Data Science for Infrastructure w Pixie CEO Zain Asgar | Stanford MLSys #47
Streamed 3 years ago - 55:24
Stanford MLSys Seminars
The Missing Link in ML Infrastructure feat. Josh Tobin | Stanford MLSys Seminar Episode 11
Streamed 4 years ago - 1:01:23
UofT-EcoSystem
MLSys'2021 Oral: Horizontally Fused Training Array
4 years ago - 16:38
Stanford MLSys Seminars
Resource-Efficient Deep Learning Execution - Deepak Narayanan | Stanford MLSys #50
Streamed 3 years ago - 57:14
Peifeng Yu
[MLSys'21][Poster] Fluid: Resource-aware Hyperparameter Tuning Engine
4 years ago - 4:15
Yaoyao Ding
MLSys'2021: IOS: Inter-Operator Scheduler for CNN Acceleration (Lightning)
4 years ago - 4:45
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 4-1: Exercise 1
2 years ago - 10:32
Stanford MLSys Seminars
Building ML Models like Open-Source Software - Colin Raffel | Stanford MLSys #72
Streamed 2 years ago - 59:23
Stanford MLSys Seminars
Distributed Neural Search feat. Rutuja Surve | Stanford MLSys Seminar Episode 21
Streamed 4 years ago - 59:54
Stanford MLSys Seminars
How Facebook/Meta Design Sustainable Datacenters with AI - Bilge Acun | Stanford MLSys #52
Streamed 3 years ago - 58:11
Stanford MLSys Seminars
Robustness/Interpretability in Vision & Language Models - Arjun Akula | Stanford MLSys #63
Streamed 3 years ago - 55:22
UofT-EcoSystem
MLSys'2021: RL-Scope: Cross-stack Profiling for Deep Reinforcement Learning Workloads (Full Talk)
4 years ago - 17:07
Stanford MLSys Seminars
Open Pretrained Transformers - Susan Zhang | Stanford MLSys #77
Streamed 2 years ago - 1:00:05
Stanford MLSys Seminars
Scaling Up “Vibe Checks” for LLMs - Shreya Shankar | Stanford MLSys #97
Streamed 1 year ago - 55:01
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 4-4: Exercise 4
2 years ago - 6:05
Shang Wang
MLSys'21 Poster: Horizontally Fused Training Array
4 years ago - 4:40
François Serre
Scaling Polyhedral Neural Network Verification on GPUs [MLSys'21]
4 years ago - 17:21
Stanford MLSys Seminars
Scalable Binary Analysis for Security feat. Suman Jana | Stanford MLSys Seminar Episode 36
Streamed 3 years ago - 1:00:19
ASTRA-sim
ASTRA-sim Tutorial | MLSys 2022 | Part 3: ASTRA-sim
2 years ago - 50:56
Stanford MLSys Seminars
How Uber Predicts Arrival Times - Xinyu Hu and Olcay Cirit | Stanford MLSys #64
Streamed 3 years ago - 54:27
Stanford MLSys Seminars
Comet CEO Gideon Mendels on why industry is behind academia in machine learning
3 years ago - 1:54
Stanford MLSys Seminars
Foundation Models on Consumer Devices - Tianqi Chen | Stanford MLSys #85
Streamed 1 year ago - 47:35
CodeMade
Training llms at scale deepak narayanan stanford mlsys 83
4 months ago - 20:21
Stanford MLSys Seminars
Software 2.0 for Data Quality feat. Theodoros Rekatsinas | Stanford MLSys Seminar Episode 18
Streamed 4 years ago - 59:46
Stanford MLSys Seminars
Data Selection for Data-Centric AI - Cody Coleman | Stanford MLSys #53
Streamed 3 years ago - 55:26
Stanford MLSys Seminars
AI Safety, RLHF, and Self-Supervision - Jared Kaplan | Stanford MLSys #79
Streamed 2 years ago - 1:02:38
Stanford MLSys Seminars
Distributed ML for Federated Learning feat. Chaoyang He | Stanford MLSys Seminar Episode 37
Streamed 3 years ago - 1:06:32
Stanford MLSys Seminars
Poisoning Web-Scale Training Datasets - Nicholas Carlini | Stanford MLSys #75
Streamed 2 years ago - 58:07
Stanford MLSys Seminars
Debugging ML in Production feat. Shreya Shankar | Stanford MLSys Seminar Episode 12
Streamed 4 years ago - 59:18
CodeBeam
Ml for ml compilers mangpo phothilimthana stanford mlsys 80
4 months ago - 23:55
Stanford MLSys Seminars
Large Language Models for Program Optimization - Osbert Bastani | Stanford MLSys #91
Streamed 1 year ago - 1:11:17
Stanford MLSys Seminars
MIT Prof. Song Han on Reducing AI's Carbon Footprint | Stanford MLSys Seminar Episode 9
Streamed 4 years ago - 56:31
Stanford MLSys Seminars
Alpa: Automated Model-Parallel Deep Learning - Zhuohan Li | Stanford MLSys #59
Streamed 3 years ago - 55:07