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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Efficiency through Auto-Sizing: Notre Dame NLP’s Submission to the WNGT 2019 Efficiency Task EMNLP 2019
Charge-Based Prison Term Prediction with Deep Gating Network EMNLP 2019
Gradient Boosting with Piece-Wise Linear Regression Trees IJCAI 2019
HMLasso: Lasso with High Missing Rate IJCAI 2019
Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning JMLR 2019
Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction JMLR 2019
Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization EMNLP 2019
Accelerating Extreme Classification via Adaptive Feature Agglomeration IJCAI 2019
Low-Bit Quantization for Attributed Network Representation Learning IJCAI 2019
RLTM: An Efficient Neural IR Framework for Long Documents IJCAI 2019
On-device Structured and Context Partitioned Projection Networks ACL 2019
Flambé: A Customizable Framework for Machine Learning Experiments ACL 2019
Intelligent Querying in Camera Networks for Efficient Target Tracking IJCAI 2019
Accelerate Learning of Deep Hashing With Gradient Attention ICCV 2019
Asynchronous Methods for Model-Based Reinforcement Learning CORL 2019
PyRoboLearn: A Python Framework for Robot Learning Practitioners CORL 2019
Subjective Evaluation of Communicative Effort for Younger and Older Adults in Interactive Tasks with Energetic and Informational Masking INTERSPEECH 2019
Compression of Acoustic Event Detection Models with Quantized Distillation INTERSPEECH 2019
Improving Transformer-Based Speech Recognition Systems with Compressed Structure and Speech Attributes Augmentation INTERSPEECH 2019
Crafting Efficient Neural Graph of Large Entropy IJCAI 2019
GPU-Based WFST Decoding with Extra Large Language Model INTERSPEECH 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019
On Efficient Retrieval of Top Similarity Vectors IJCNLP 2019
Same, Same But Different: Recovering Neural Network Quantization Error Through Weight Factorization ICML 2019