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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #1
A System for Massively Parallel Hyperparameter Tuning
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #2
PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #3
Federated Optimization in Heterogeneous Networks
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #4
BPPSA: Scaling Back-propagation by Parallel Scan Algorithm
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #5
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #6
Resource Elasticity in Distributed Deep Learning
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #7
SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #8
FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #9
Breaking the Memory Wall with Optimal Tensor Rematerialization
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #10
What is the State of Neural Network Pruning?
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #11
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #12
MNN: A Universal and Efficient Inference Engine
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #13
Willump: A Statistically-Aware End-to-end Optimizer for Machine Learning Inference
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #14
Attention-based Learning for Missing Data Imputation in HoloClean
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #15
Privacy-Preserving Bandits
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #16
Understanding the Downstream Instability of Word Embeddings
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #17
Model Assertions for Monitoring and Improving ML Models
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #18
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #19
Automatically batching control-intensive programs for modern accelerators
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #20
Predictive Precompute with Recurrent Neural Networks
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #21
Sense & Sensitivities: The Path to General-Purpose Algorithmic Differentiation
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #22
Ordering Chaos: Memory-Aware Scheduling of Irregularly Wired Neural Networks for Edge Devices
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #23
Fine-Grained GPU Sharing Primitives for Deep Learning Applications
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #24
Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #25
OPTIMUS: OPTImized matrix MUltiplication Structure for Transformer neural network accelerator
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #26
PoET-BiN: Power Efficient Tiny Binary Neurons
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #27
Memory-Driven Mixed Low Precision Quantization for Enabling Deep Network Inference on Microcontrollers
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #28
Trained Quantization Thresholds for Accurate and Efficient Fixed-Point Inference of Deep Neural Networks
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #29
Riptide: Fast End-to-End Binarized Neural Networks
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #30
Searching for Winograd-aware Quantized Networks
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #31
Blink: Fast and Generic Collectives for Distributed ML
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #32
A Systematic Methodology for Analysis of Deep Learning Hardware and Software Platforms
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #33
MotherNets: Rapid Deep Ensemble Learning
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Poster
Mon Mar 02 04:30 PM -- 07:00 PM (PST) @ Ballroom A #34
MLPerf Training Benchmark
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