In today's world of large language models, it can help to think about how compression can be used to reduce the LLM footprint while maintaining it's impressive results. Perhaps a good time to revisit one of the most successful compression algos of all time:

Please consider volunteering to mentor for SIGARCH Computer Architecture Long-term Mentorship (CALM) Program! Prior year's details: sigarch.org/a-call-for-par…

uArch 2024 Workshop Applications are open. The workshop is open to all undergraduates and early Master’s students, and we offer multiple travel grant opportunities for in-person attendance. More details at: sites.google.com/view/6th-uarch…

Applications for the Machine Learning and Systems Rising Stars 2024 workshop are open (deadline is April 12)!! Program details and applications can be found here: mlcommons.org/about-us/progr… Abdulrahman Mahmoud Akanksha Atrey, Lillian Pentecost, Vijay Janapa Reddi MLCommons RT appreciated!

MLCommons Deadline for applications is April 12 (references due by April 15). The second iteration of the MLSys Rising Stars workshop will be hosted on July 15-16 at NVIDIA HQ in the Bay!!

Congratulations to splash professor Sarita Adve and CEE at Illinois professor Praveen Kumar who are among seven #ILLINOIS professors named as 2023 AAAS Fellows for their scientifically and socially distinguished achievements. 👏 news.illinois.edu/view/6367/4321…

New essay: ML seems to promise discovery without understanding, but this is fool's gold that has led to a reproducibility crisis in ML-based science. aisnakeoil.com/p/scientists-s… (with Sayash Kapoor). In 2021 we compiled evidence that an error called leakage is pervasive in ML models

Congratulations to the 2024 MLCommons rising star cohort. Take a look at these impressive future leaders in Systems and ML research. mlcommons.org/2024/06/2024-m… #machinelearning #risingstars #systems #data

Honoured to be a distinguished reviewer ⁦PLDI⁩ '24! I'd like to publish more cool PL papers instead of just getting awards for reviewing them. If you're applying for PhDs & are interested in PL techniques to improve hardware design, come work with me ⁦Computer Science and Engineering at Michigan⁩!

Excited to launch the 2024 Fatima Fellowship! Applications are open, please spread the word to any aspiring PhD students around the world in computer science! airtable.com/app124fzle6UM4…

Last week we celebrated our MLCommons Rising Stars 2024! 🎉 41 talented researchers 33 global institutions 2 days of innovative workshops Thanks to NVIDIA for hosting this year's event. mlcommons.org/2024/06/2024-m… #MLCommons #AIResearch #RisingStars

The uArch Workshop is back this year with MICRO. Open to undergrad & Master's students interested in a PhD in Computer Architecture. Travel grants are available! sites.google.com/view/6thuarchw… Apply by: Sept 20th Notification by: Sept 27th Workshop: Sunday, Nov 3rd

Very excited to launch this year's @FatimaFellowshp with our biggest cohort yet!

Don't miss out on the 3rd ML and Systems Rising Stars program!! Applications for ML and Systems Rising Stars is due Jan 31. This year the workshop will be May 8-9 (the week before MLSys Conference ) at Meta in the Bay Area!!