Li Chou
According to our database1,
Li Chou
authored at least 9 papers
between 2016 and 2022.
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Bibliography
2022
Random Offset Block Embedding (ROBE) for compressed embedding tables in deep learning recommendation systems.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams.
Proceedings of the International Conference on Machine Learning, 2022
2021
Random Offset Block Embedding Array (ROBE) for CriteoTB Benchmark MLPerf DLRM Model : 1000× Compression and 2.7× Faster Inference.
CoRR, 2021
Semantically Constrained Memory Allocation (SCMA) for Embedding in Efficient Recommendation Systems.
CoRR, 2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
2018
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016