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Optimization

14,983 papers

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Papers

Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract) IJCAI 2022
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2022
Deep Learning with Logical Constraints IJCAI 2022
Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel (Extended Abstract) IJCAI 2022
Integrating Machine Learning and Optimization to Boost Decision Making IJCAI 2022
Towards Theoretically Grounded Evolutionary Learning IJCAI 2022
Towards New Optimized Artificial Immune Recognition Systems under the Belief Function Theory IJCAI 2022
Scalable ML Methods to Optimize KPIs in Real-World Manufacturing Processes IJCAI 2022
Equilibria in Strategic Nominee Selection IJCAI 2022
A Model-Oriented Approach for Lifting Symmetry-Breaking Constraints in Answer Set Programming IJCAI 2022
Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications IJCAI 2022
Is Encoder-Decoder Redundant for Neural Machine Translation? IJCNLP 2022
Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings IJCNLP 2022
Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling IJCNLP 2022
Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm IJCNLP 2022
An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching IJCNLP 2022
Perceptual Characteristics Based Multi-objective Model for Speech Enhancement INTERSPEECH 2022
Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments INTERSPEECH 2022
Independence-based Joint Dereverberation and Separation with Neural Source Model INTERSPEECH 2022
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization INTERSPEECH 2022
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network INTERSPEECH 2022
Trajectories predicted by optimal speech motor control using LSTM networks INTERSPEECH 2022
Exploration strategies for articulatory synthesis of complex syllable onsets INTERSPEECH 2022
Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones INTERSPEECH 2022
Practical Over-the-air Perceptual AcousticWatermarking INTERSPEECH 2022