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Dhruv Choudhary
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authoredAccelerating Transformer Inference and Training with 2:4 Activation Sparsitypaper ↗authoredAdaptive Dense-to-Sparse Paradigm for Pruning Online Recommendation System with Non-Stationary Datapaper ↗authoredAlternate Model Growth and Pruning for Efficient Training of Recommendation Systemspaper ↗authoredAn energy efficient cache design using spin torque transfer (STT) RAMpaper ↗authoredAutoShard: Automated Embedding Table Sharding for Recommender Systemspaper ↗authoredFlexShard: Flexible Sharding for Industry-Scale Sequence Recommendation Modelspaper ↗authoredFrequency-aware SGD for Efficient Embedding Learning with Provable Benefitspaper ↗authoredFuture Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systemspaper ↗authoredHarmless Transfer Learning for Item Embeddingspaper ↗authoredHierarchical Training: Scaling Deep Recommendation Models on Large CPU Clusterspaper ↗authoredLayer Compression of Deep Networks with Straight Flowspaper ↗authoredLow-Precision Hardware Architectures Meet Recommendation Model Inference at Scale