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Statistical Learning

4,117 papers

Papers per year

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100
382
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Papers

How Many Pairwise Preferences Do We Need to Rank a Graph Consistently? AAAI 2019
Predicting Urban Dispersal Events: A Two-Stage Framework through Deep Survival Analysis on Mobility Data AAAI 2019
Bounding Uncertainty for Active Batch Selection AAAI 2019
SpHMC: Spectral Hamiltonian Monte Carlo AAAI 2019
A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019
Leveraging Observations in Bandits: Between Risks and Benefits AAAI 2019
Distributed Representation of Words in Cause and Effect Spaces AAAI 2019
On Lifted Inference Using Neural Embeddings AAAI 2019
Rethinking the Discount Factor in Reinforcement Learning: A Decision Theoretic Approach AAAI 2019
Transforming Underwriting in the Life Insurance Industry AAAI 2019
Performance Evaluation in Machine Learning: The Good, the Bad, the Ugly, and the Way Forward AAAI 2019
Variance of Average Surprisal: A Better Predictor for Quality of Grammar from Unsupervised PCFG Induction ACL 2019
Deep Dominance - How to Properly Compare Deep Neural Models ACL 2019
Uncovering Probabilistic Implications in Typological Knowledge Bases ACL 2019
On the Distribution of Deep Clausal Embeddings: A Large Cross-linguistic Study ACL 2019
What Kind of Language Is Hard to Language-Model? ACL 2019
Analyzing Linguistic Complexity and Accuracy in Academic Language Development of German across Elementary and Secondary School ACL 2019
The Rationality of Semantic Change ACL 2019
Spatio-Temporal Prediction of Dialectal Variant Usage ACL 2019
A comparison of statistical association measures for identifying dependency-based collocations in various languages. ACL 2019
Lexical concreteness in narrative ACL 2019
Functional Isolation Forest ACML 2019
Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension ACML 2019
Tossing Coins Under Monotonicity AISTATS 2019
Gaussian Regression with Convex Constraints AISTATS 2019