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Efficient Computing

6,876 papers

Papers per year

Papers

UoR at SemEval-2021 Task 7: Utilizing Pre-trained DistilBERT Model and Multi-scale CNN for Humor Detection ACL 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing ACL 2021
How far can we get with one GPU in 100 hours? CoAStaL at MultiIndicMT Shared Task ACL 2021
IIIT Hyderabad Submission To WAT 2021: Efficient Multilingual NMT systems for Indian languages ACL 2021
$h$-DBSCAN: A simple fast DBSCAN algorithm for big data ACML 2021
SPDE-Net: Neural Network based prediction of stabilization parameter for SUPG technique ACML 2021
DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021
Iterative Deep Model Compression and Acceleration in the Frequency Domain ACML 2021
Dynamic Coordination Graph for Cooperative Multi-Agent Reinforcement Learning ACML 2021
DPOQ: Dynamic Precision Onion Quantization ACML 2021
NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021
When OT meets MoM: Robust estimation of Wasserstein Distance AISTATS 2021
Alternating Direction Method of Multipliers for Quantization AISTATS 2021
A comparative study on sampling with replacement vs Poisson sampling in optimal subsampling AISTATS 2021
A Deterministic Streaming Sketch for Ridge Regression AISTATS 2021
CADA: Communication-Adaptive Distributed Adam AISTATS 2021
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers AISTATS 2021
Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model AISTATS 2021
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization AISTATS 2021
Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery AISTATS 2021
Federated Learning with Compression: Unified Analysis and Sharp Guarantees AISTATS 2021
Mirror Descent View for Neural Network Quantization AISTATS 2021
Associative Convolutional Layers AISTATS 2021
Sketch based Memory for Neural Networks AISTATS 2021
Dirichlet Pruning for Convolutional Neural Networks AISTATS 2021