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Efficient Computing

6,898 papers

Papers per year

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Papers

Sketching Transformed Matrices with Applications to Natural Language Processing AISTATS 2020
Unconditional Coresets for Regularized Loss Minimization AISTATS 2020
ASAP: Architecture Search, Anneal and Prune AISTATS 2020
Scalable Feature Selection for (Multitask) Gradient Boosted Trees AISTATS 2020
Additive Tree-Structured Covariance Function for Conditional Parameter Spaces in Bayesian Optimization AISTATS 2020
Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction AISTATS 2020
Coping With Simulators That Don’t Always Return AISTATS 2020
Approximate Cross-Validation in High Dimensions with Guarantees AISTATS 2020
An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise AISTATS 2020
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020
Budget Learning via Bracketing AISTATS 2020
Automatic Differentiation of Sketched Regression AISTATS 2020
Tiny Word Embeddings Using Globally Informed Reconstruction COLING 2020
Word Embedding Binarization with Semantic Information Preservation COLING 2020
Optimizing Transformer for Low-Resource Neural Machine Translation COLING 2020
Deconstruct to Reconstruct a Configurable Evaluation Metric for Open-Domain Dialogue Systems COLING 2020
FASTMATCH: Accelerating the Inference of BERT-based Text Matching COLING 2020
Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model COLING 2020
Fast Word Predictor for On-Device Application COLING 2020
Epistolary Education in 21st Century: A System to Support Composition of E-mails by Students to Superiors in Japanese COLING 2020
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data COLING 2020
GBe at FinCausal 2020, Task 2: Span-based Causality Extraction for Financial Documents COLING 2020
pyMMAX2: Deep Access to MMAX2 Projects from Python COLING 2020
Team_Swift at SemEval-2020 Task 9: Tiny Data Specialists through Domain-Specific Pre-training on Code-Mixed Data COLING 2020
EL-BERT at SemEval-2020 Task 10: A Multi-Embedding Ensemble Based Approach for Emphasis Selection in Visual Media COLING 2020