Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics

28 August 2021

Papers citing "Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics"

24 / 24 papers shown

Title
Pretraining Large Brain Language Model for Active BCI: Silent Speech Jinzhao Zhou Zehong Cao Yiqun Duan Connor Barkley Daniel Leong ... Ziyi Zhao T. Do Yu-Cheng Chang Sheng-Fu Liang Chin-Teng Lin 32 0 0 29 Apr 2025
FOCUS on Contamination: A Geospatial Deep Learning Framework with a Noise-Aware Loss for Surface Water PFAS Prediction Jowaria Khan Alexa Friedman Sydney Evans Runzi Wang Kaley Beins David Andrews Elizabeth Bondi-Kelly AI4CE 34 0 0 17 Feb 2025
Residual-based Adaptive Huber Loss (RAHL) -- Design of an improved Huber loss for CQI prediction in 5G networks Mina Kaviani Jurandy Almeida F. Verdi 18 0 0 27 Aug 2024
LEARN: An Invex Loss for Outlier Oblivious Robust Online Optimization Adarsh Barik Anand Krishna Vincent Y. F. Tan 18 0 0 12 Aug 2024
DiffImpute: Tabular Data Imputation With Denoising Diffusion Probabilistic Model Yizhu Wen Kai Yi Jing Ke Yiqing Shen DiffM 29 6 0 20 Mar 2024
A Robust Quantile Huber Loss With Interpretable Parameter Adjustment In Distributional Reinforcement Learning Parvin Malekzadeh Konstantinos N. Plataniotis Zissis Poulos Zeyu Wang 29 2 0 04 Jan 2024
Attention Loss Adjusted Prioritized Experience Replay Zhuoying Chen Huiping Li Rizhong Wang 11 2 0 13 Sep 2023
Scope Loss for Imbalanced Classification and RL Exploration Hasham Burhani Xiaolong Shi Jonathan Jaegerman Daniel Balicki 19 0 0 08 Aug 2023
A Note On Nonlinear Regression Under L2 Loss Kaan Gokcesu Hakan Gokcesu 16 0 0 30 Mar 2023
Formulation of Weighted Average Smoothing as a Projection of the Origin onto a Convex Polytope Kaan Gokcesu Hakan Gokcesu 11 0 0 19 Mar 2023
Video super-resolution for single-photon LIDAR Germán Mora-Martín S. Scholes Alice Ruget R. K. Henderson Jonathan Leach I. Gyongy 25 7 0 19 Oct 2022
Fast Disparity Estimation from a Single Compressed Light Field Measurement Emmanuel Martinez Edwin Vargas Henry Arguello 8 0 0 22 Sep 2022
$1D$ to $nD$ : A Meta Algorithm for Multivariate Global Optimization via Univariate Optimizers Kaan Gokcesu Hakan Gokcesu 23 0 0 06 Sep 2022
An Auto-Regressive Formulation for Smoothing and Moving Mean with Exponentially Tapered Windows Kaan Gokcesu Hakan Gokcesu 13 1 0 29 Jun 2022
Robust, Nonparametric, Efficient Decomposition of Spectral Peaks under Distortion and Interference Kaan Gokcesu Hakan Gokcesu 13 0 0 18 Apr 2022
Blind Source Separation for Mixture of Sinusoids with Near-Linear Computational Complexity Kaan Gokcesu Hakan Gokcesu 20 1 0 27 Mar 2022
Merging Knockout and Round-Robin Tournaments: A Flexible Linear Elimination Tournament Design Kaan Gokcesu Hakan Gokcesu 23 0 0 22 Mar 2022
A Linearithmic Time Locally Optimal Algorithm for the Multiway Number Partition Optimization Kaan Gokcesu Hakan Gokcesu 6 2 0 10 Mar 2022
Smoothing with the Best Rectangle Window is Optimal for All Tapered Rectangle Windows Kaan Gokcesu Hakan Gokcesu 12 4 0 06 Mar 2022
Nonconvex Extension of Generalized Huber Loss for Robust Learning and Pseudo-Mode Statistics Kaan Gokcesu Hakan Gokcesu 14 8 0 22 Feb 2022
A Quadratic Time Locally Optimal Algorithm for NP-hard Equal Cardinality Partition Optimization Kaan Gokcesu Hakan Gokcesu 11 3 0 16 Sep 2021
Efficient Locally Optimal Number Set Partitioning for Scheduling, Allocation and Fair Selection Kaan Gokcesu Hakan Gokcesu 14 4 0 10 Sep 2021
Nonparametric Extrema Analysis in Time Series for Envelope Extraction, Peak Detection and Clustering Kaan Gokcesu Hakan Gokcesu 14 12 0 05 Sep 2021
Universal Online Convex Optimization with Minimax Optimal Second-Order Dynamic Regret Hakan Gokcesu Suleyman Serdar Kozat 11 1 0 30 Jun 2019