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Optimization

14,983 papers

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Papers

Incorporating Queueing Dynamics into Schedule-Driven Traffic Control IJCAI 2021
Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions IJCAI 2021
Polynomial-Time in PDDL Input Size: Making the Delete Relaxation Feasible for Lifted Planning IJCAI 2021
The Fewer the Merrier: Pruning Preferred Operators with Novelty IJCAI 2021
Deep Bucket Elimination IJCAI 2021
Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming IJCAI 2021
Optimal Transport for Deep Generative Models: State of the Art and Research Challenges IJCAI 2021
End-to-End Constrained Optimization Learning: A Survey IJCAI 2021
Automated Machine Learning on Graphs: A Survey IJCAI 2021
Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search (Extended Abstract) IJCAI 2021
Greybox Algorithm Configuration IJCAI 2021
Automatic Design of Heuristic Algorithms for Binary Optimization Problems IJCAI 2021
Towards Robust Dynamic Network Embedding IJCAI 2021
Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021
Learning and Planning Under Uncertainty for Green Security IJCAI 2021
Width-Based Algorithms for Common Problems in Control, Planning and Reinforcement Learning IJCAI 2021
A Neural Network Auction For Group Decision Making Over a Continuous Space IJCAI 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation IJCNLP 2021
Structural Knowledge Distillation: Tractably Distilling Information for Structured Predictor IJCNLP 2021
Selecting Informative Contexts Improves Language Model Fine-tuning IJCNLP 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets IJCNLP 2021
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models IJCNLP 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization IJCNLP 2021
Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort IJCNLP 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation IJCNLP 2021