Statistics

The non-parametric bootstrap and spectral analysis in moderate and high-dimension AISTATS 2019 Thinning for Accelerating the Learning of Point Processes NeurIPS 2019 Tossing Coins Under Monotonicity AISTATS 2019 Tracking the New Zealand English NEAR/SQUARE Merger Using Functional Principal Components Analysis Interspeech 2019 Uniform concentration and symmetrization for weak interactions COLT 2019 Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Volume Dimension ICML 2019 Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit AISTATS 2019 Vine copula structure learning via Monte Carlo tree search AISTATS 2019 Adaptive Group Testing Algorithms to Estimate the Number of Defectives ALT 2018 A French-Spanish Multimodal Speech Communication Corpus Incorporating Acoustic Data, Facial, Hands and Arms Gestures Information Interspeech 2018 Algebraic tests of general Gaussian latent tree models NeurIPS 2018 An ℓ_∞ Eigenvector Perturbation Bound and Its Application JMLR 2018 Analyzing EEG Signals in Auditory Speech Comprehension Using Temporal Response Functions and Generalized Additive Models Interspeech 2018 Analyzing Thai Tone Distribution through Functional Data Analysis Interspeech 2018 A New and Flexible Approach to the Analysis of Paired Comparison Data JMLR 2018 Approximate Submodularity and its Applications: Subset Selection, Sparse Approximation and Dictionary Selection JMLR 2018 Artificial Intelligence Conferences Closeness IJCAI 2018 Bayesian Model Selection Approach to Boundary Detection with Non-Local Priors NeurIPS 2018 Beating Monte Carlo Integration: a Nonasymptotic Study of Kernel Smoothing Methods AISTATS 2018 Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018 Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018 Characteristic and Universal Tensor Product Kernels JMLR 2018 Cheap Checking for Cloud Computing: Statistical Analysis via Annotated Data Streams AISTATS 2018 Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs JMLR 2018 Conditional independence testing based on a nearest-neighbor estimator of conditional mutual information AISTATS 2018