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Optimization

14,207 papers

Papers per year

Papers

Integrating Machine Learning and Optimization Methods for Imaging of Patients with Prostate Cancer MLHC 2018
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018
Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation NAACL 2018
Training Structured Prediction Energy Networks with Indirect Supervision NAACL 2018
Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles NAACL 2018
Objective Function Learning to Match Human Judgements for Optimization-Based Summarization NAACL 2018
Pruning Basic Elements for Better Automatic Evaluation of Summaries NAACL 2018
Accelerating NMT Batched Beam Decoding with LMBR Posteriors for Deployment NAACL 2018
Japanese Predicate Conjugation for Neural Machine Translation NAACL 2018
Discovering Phonesthemes with Sparse Regularization NAACL 2018
Embedding Text in Hyperbolic Spaces NAACL 2018
SnailTrail: Generalizing Critical Paths for Online Analysis of Distributed Dataflows NSDI 2018
Stateless Datacenter Load-balancing with Beamer NSDI 2018
G-NET: Effective GPU Sharing in NFV Systems NSDI 2018
PCC Vivace: Online-Learning Congestion Control NSDI 2018
LHD: Improving Cache Hit Rate by Maximizing Hit Density NSDI 2018
NetComplete: Practical Network-Wide Configuration Synthesis with Autocompletion NSDI 2018
µTune: Auto-Tuned Threading for OLDI Microservices OSDI 2018
Deconstructing RDMA-enabled Distributed Transactions: Hybrid is Better! OSDI 2018
Causal Structure Learning via Temporal Markov Networks PGM 2018
An Order-based Algorithm for Learning Structure of Bayesian Networks PGM 2018
An Empirical Study of Methods for SPN Learning and Inference PGM 2018
Markov Random Field MAP as Set Partitioning PGM 2018
Parallel Probabilistic Inference by Weighted Model Counting PGM 2018
Solving M-Modes in Loopy Graphs Using Tree Decompositions PGM 2018