statistical modeling

OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling AAAI 2026 Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025 A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations CVPR 2025 Towards the Objective Characterisation of Major Depressive Disorder Using Speech Data from a 12-week Observational Study with Daily Measurements Interspeech 2025 Idiom Complexity in Apple-Pie Order: The Disentanglement of Decomposability and Transparency COLING 2024 Machine-in-the-Loop with Documentary and Descriptive Linguists EACL 2024 SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space AAAI 2024 Speaker Detection by the Individual Listener and the Crowd: Parametric Models Applicable to Bonafide and Deepfake Speech Interspeech 2024 Statistically Principled Deep Learning for SAR Image Segmentation AAAI 2024 A dynamic model of lexical experience for tracking of oral reading fluency ACL 2023 Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection ICCV 2023 A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022 LinCDE: Conditional Density Estimation via Lindsey's Method JMLR 2022 Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022 Extending the Fullband E-Model Towards Background Noise, Bursty Packet Loss, and Conversational Degradations Interspeech 2021 Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration NeurIPS 2021 Color Visual Illusions: A Statistics-based Computational Model NeurIPS 2020 Statistical Approach to Speech Synthesis: Past, Present and Future Interspeech 2019 Towards Near-imperceptible Steganographic Text ACL 2019 A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification Interspeech 2018 Beauty-in-averageness and its contextual modulations: A Bayesian statistical account NeurIPS 2018 Curve Reconstruction via the Global Statistics of Natural Curves CVPR 2018 Mallows Models for Top-k Lists NeurIPS 2018 Nebula: F0 Estimation and Voicing Detection by Modeling the Statistical Properties of Feature Extractors Interspeech 2018 Synthesizing realistic neural population activity patterns using Generative Adversarial Networks ICLR 2018