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Theory

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Papers

Dating Documents using Graph Convolution Networks ACL 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018
Characterizing Departures from Linearity in Word Translation ACL 2018
On the Practical Computational Power of Finite Precision RNNs for Language Recognition ACL 2018
Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents ACL 2018
An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018
An Analysis of Categorical Distributional Reinforcement Learning AISTATS 2018
Optimal Cooperative Inference AISTATS 2018
Beating Monte Carlo Integration: a Nonasymptotic Study of Kernel Smoothing Methods AISTATS 2018
Group Invariance Principles for Causal Generative Models AISTATS 2018
Best arm identification in multi-armed bandits with delayed feedback AISTATS 2018
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise AISTATS 2018
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018
On Statistical Optimality of Variational Bayes AISTATS 2018
Multi-objective Contextual Bandit Problem with Similarity Information AISTATS 2018
Convergence of Value Aggregation for Imitation Learning AISTATS 2018
The emergence of spectral universality in deep networks AISTATS 2018
Near-Optimal Machine Teaching via Explanatory Teaching Sets AISTATS 2018
Bootstrapping EM via Power EM and Convergence in the Naive Bayes Model AISTATS 2018
Smooth Sensitivity Based Approach for Differentially Private PCA ALT 2018
Variance-Aware Regret Bounds for Undiscounted Reinforcement Learning in MDPs ALT 2018
Why does PairDiff work? - A Mathematical Analysis of Bilinear Relational Compositional Operators for Analogy Detection COLING 2018
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models COLING 2018
Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions COLING 2018
Computational Challenges for Polysynthetic Languages COLING 2018