maximum likelihood estimator

Recovery thresholds for hidden weighted sparse graphs (extended abstract) COLT 2026 Adaptive Convergence Rates for Log-Concave Maximum Likelihood AISTATS 2025 A Short Information-Theoretic Analysis of Linear Auto-Regressive Learning L4DC 2025 Distribution Estimation under the Infinity Norm JMLR 2025 Free-running vs Synchronous: Single-Photon Lidar for High-flux 3D Imaging ICCV 2025 Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes ICML 2025 Sharper Bounds for Chebyshev Moment Matching, with Applications COLT 2025 SpinSVAR: Estimating Structural Vector Autoregression Assuming Sparse Input UAI 2025 Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025 Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024 Choosing the p in Lp Loss: Adaptive Rates for Symmetric Mean Estimation COLT 2024 On the sample complexity of parameter estimation in logistic regression with normal design COLT 2024 Resolution Limit of Single-Photon LiDAR CVPR 2024 Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning AAAI 2023 Demystifying Softmax Gating Function in Gaussian Mixture of Experts NeurIPS 2023 H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023 Inference of a rumor’s source in the independent cascade model UAI 2023 Smoothed Analysis of Sequential Probability Assignment NeurIPS 2023 Generalized Results for the Existence and Consistency of the MLE in the Bradley-Terry-Luce Model ICML 2022 Mean-field nonparametric estimation of interacting particle systems COLT 2022 On the Importance of Firth Bias Reduction in Few-Shot Classification ICLR 2022 Minimax Estimation of Laplacian Constrained Precision Matrices AISTATS 2021 Quantifying and Reducing Bias in Maximum Likelihood Estimation of Structured Anomalies ICML 2021 Belief Merging Operators as Maximum Likelihood Estimators IJCAI 2020 Consistent recovery threshold of hidden nearest neighbor graphs COLT 2020