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Theory

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Papers

Towards Understanding the Invertibility of Convolutional Neural Networks IJCAI 2017
Improved Strong Worst-case Upper Bounds for MDP Planning IJCAI 2017
Efficient Kernel Selection via Spectral Analysis IJCAI 2017
Dual Inference for Machine Learning IJCAI 2017
When Does Label Propagation Fail? A View from a Network Generative Model IJCAI 2017
Learning Co-Substructures by Kernel Dependence Maximization IJCAI 2017
Cake Cutting: Envy and Truth IJCAI 2017
A Verified SAT Solver Framework with Learn, Forget, Restart, and Incrementality IJCAI 2017
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling IJCAI 2017
New Canonical Representations by Augmenting OBDDs with Conjunctive Decomposition (Extended Abstract) IJCAI 2017
Securing and scaling cryptocurrencies IJCAI 2017
The Role of Textualisation and Argumentation in Understanding the Machine Learning Process IJCAI 2017
Searching for Well-Behaved Fragments of Halpern-Shoham Logic IJCAI 2017
Information Bottleneck Inspired Method For Chat Text Segmentation IJCNLP 2017
Towards Lower Bounds on Number of Dimensions for Word Embeddings IJCNLP 2017
Recall is the Proper Evaluation Metric for Word Segmentation IJCNLP 2017
Wavelet Speech Enhancement Based on Robust Principal Component Analysis INTERSPEECH 2017
Estimation of Gap Between Current Language Models and Human Performance INTERSPEECH 2017
Measuring Encoding Efficiency in Swedish and English Language Learner Speech Production INTERSPEECH 2017
Qualitative Differences in L3 Learners’ Neurophysiological Response to L1 versus L2 Transfer INTERSPEECH 2017
Sparse Non-Negative Matrix Language Modeling: Maximum Entropy Flexibility on the Cheap INTERSPEECH 2017
The Social Life of Setswana Ejectives INTERSPEECH 2017
Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks JMLR 2017
A Spectral Algorithm for Inference in Hidden semi-Markov Models JMLR 2017
Bridging Supervised Learning and Test-Based Co-optimization JMLR 2017