2 papers
cs.LG2023
Coop: Memory is not a Commodity
Jianhao Zhang, Shihan Ma, Peihong Liu +1
Tensor rematerialization allows the training of deep neural networks (DNNs) under limited memory budgets by checkpointing the models and recomputing the evicted tensors as needed.…
cs.DB2023
KOIOS: Top-k Semantic Overlap Set Search
Pranay Mundra, Jianhao Zhang, Fatemeh Nargesian +1
We study the top-k set similarity search problem using semantic overlap. While vanilla overlap requires exact matches between set elements, semantic overlap allows elements that ar…