conftrace_

hessian analysis

10 papers

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Co-occurring keywords

mix-precision quantization (2) model quantization (281) model compression (3302) graph-level classification (1) random initialization (25) language model compression (27) ultra-low precision (3) computational graph (12) sparse perturbation (11) dynamical loss function (1)

Papers

Less Is More: Sparse and Cooperative Perturbation for Point Cloud Attacks AAAI 2026
Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression EMNLP 2025
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature NIPS 2024
Generalization in Graph Neural Networks: Improved PAC-Bayesian Bounds on Graph Diffusion AISTATS 2023
Convexity Certificates from Hessians NIPS 2022
Vanishing Curvature in Randomly Initialized Deep ReLU Networks AISTATS 2022
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data NIPS 2022
Tilting the playing field: Dynamical loss functions for machine learning ICML 2021
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT AAAI 2020
Hessian-based Analysis of Large Batch Training and Robustness to Adversaries NIPS 2018