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Dheevatsa Mudigere

Intel

60

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2975

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TopoOpt: Optimizing the Network Topology for Distributed DNN Training.

2022 CoRR
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DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.

2022 CoRR
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Learning to Collide: Recommendation System Model Compression with Learned Hash Functions.

2022 CoRR
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Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models

2021 arXiv: Distributed, Parallel, and Cluster Computing
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High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models

2021 arXiv: Distributed, Parallel, and Cluster Computing
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Differentiable NAS Framework and Application to Ads CTR Prediction

2021 arXiv: Learning
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Check-N-Run: A Checkpointing System for Training Deep Learning Recommendation Models.

2021 arXiv: Information Retrieval
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Check-N-Run: A Checkpointing System for Training Recommendation Models

2020 arXiv: Information Retrieval
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Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems.

2020 arXiv: Distributed, Parallel, and Cluster Computing
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Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy. (arXiv:1810.11507v2 [cs.LG] UPDATED)

2020
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