Michael W. Mahoney
~Michael_W._Mahoney1
24
论文总数
12.0
年均投稿
平均评分
接收情况20/24
会议分布
ICLR
11
NeurIPS
8
ICML
5
发表论文 (24 篇)
202516 篇
5
HOPE for a Robust Parameterization of Long-memory State Space Models
ICLR 2025Poster
3
Models of Heavy-Tailed Mechanistic Universality
ICML 2025Poster
4
Tuning Frequency Bias of State Space Models
ICLR 2025Spotlight
3
A Statistical Framework for Ranking LLM-based Chatbots
ICLR 2025Poster
4
Spectral Estimation with Free Decompression
NeurIPS 2025Spotlight
4
Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton
ICML 2025Oral
3
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting
ICLR 2025Rejected
4
Multipole Attention for Efficient Long Context Reasoning
NeurIPS 2025Poster
4
Determinant Estimation under Memory Constraints and Neural Scaling Laws
ICML 2025Poster
5
Gradient-Free Generation for Hard-Constrained Systems
ICLR 2025Poster
4
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICLR 2025Rejected
4
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICML 2025Poster
4
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
ICML 2025Poster
4
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics
ICLR 2025Rejected
3
Mitigating Memorization in Language Models
ICLR 2025Spotlight
4
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
NeurIPS 2025Poster
20248 篇
4
Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs
ICLR 2024Poster
4
How many classifiers do we need?
NeurIPS 2024Poster
4
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
NeurIPS 2024Poster
4
Robustifying State-space Models for Long Sequences via Approximate Diagonalization
ICLR 2024Spotlight
4
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
NeurIPS 2024Poster
4
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
NeurIPS 2024Poster
4
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
NeurIPS 2024Poster
4
SqueezeLLM: Dense and Sparse Quantization
ICLR 2024Rejected