Max Lam

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Quantization Error

Processing Pipeline

Poses Challenges

Speech Recognizers

Top Venues

NeurIPS Datasets and Benchmarks

Trans. Mach. Learn. Res.

Publications

Swapnil Awasthi, Chia-Yen Chen, Max Lam, Hailiang Huang, Stephan Ripke, C. Anthony Altar
GWAS quality score for evaluating associated regions in GWAS analyses. Bioinform. 39 (1) (2023)
Srivatsan Krishnan, Max Lam, Sharad Chitlangia, Zishen Wan, Gabriel Barth-Maron, Aleksandra Faust, Vijay Janapa Reddi
QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning. Trans. Mach. Learn. Res. 2022 (2022)
Daniel Galvez, Greg Diamos, Juan Torres, Keith Achorn, Juan Felipe Cerón, Anjali Gopi, David Kanter, Max Lam, Mark Mazumder, Vijay Janapa Reddi
The People's Speech: A Large-Scale Diverse English Speech Recognition Dataset for Commercial Usage. NeurIPS Datasets and Benchmarks (2021)
Max Lam, Swapnil Awasthi, Hunna J. Watson, Jackie Goldstein, Georgia Panagiotaropoulou, Vassily Trubetskoy, Robert Karlsson, Oleksander Frei, Chun-Chieh Fan, Ward De Witte, Nina R. Mota, Niamh Mullins, Kim Brügger, Sang Hong Lee, Naomi R. Wray, Nora Skarabis, Hailiang Huang, Benjamin M. Neale, Mark J. Daly, Manuel Mattheisen, Raymond Walters, Stephan Ripke
RICOPILI: Rapid Imputation for COnsortias PIpeLIne. Bioinform. 36 (3) (2020)
Colby R. Banbury, Vijay Janapa Reddi, Max Lam, William Fu, Amin Fazel, Jeremy Holleman, Xinyuan Huang, Robert Hurtado, David Kanter, Anton Lokhmotov, David A. Patterson, Danilo Pau, Jae-sun Seo, Jeff Sieracki, Urmish Thakker, Marian Verhelst, Poonam Yadav
Benchmarking TinyML Systems: Challenges and Direction. CoRR (2020)
Jian Zhang, Max Lam, Stephanie Wang, Paroma Varma, Luigi Nardi, Kunle Olukotun, Christopher Ré
Exploring the Utility of Developer Exhaust. DEEM@SIGMOD (2018)