2 papers
cs.LG2023
Mitigating Catastrophic Forgetting in Long Short-Term Memory Networks
Ketaki Joshi, Raghavendra Pradyumna Pothukuchi, Andre Wibisono +1
Continual learning on sequential data is critical for many machine learning (ML) deployments. Unfortunately, LSTM networks, which are commonly used to learn on sequential data, suf…
cs.PL2021
Distill: Domain-Specific Compilation for Cognitive Models
Jan Vesely, Raghavendra Pradyumna Pothukuchi, Ketaki Joshi +3
This paper discusses our proposal and implementation of Distill, a domain-specific compilation tool based on LLVM to accelerate cognitive models. Cognitive models explain the proce…