MF
Marco Federici
cs.LGcs.AIstat.MLcs.ITmath.ITcs.CVcs.CLcs.NEcs.SDstat.CO
On Valency
published · living versionsW_r72x54u6·v1 · currentpublished
A Unified Hessian-Guided Framework for Post-Training Quantization
with Mads Toftrup, Boris van Breugel, Paul Whatmough, Markus Nagel
1 version
Preprints & journals
15 papers in the corpus · 2017–2026Dissecting Quantization Error: A Concentration-Alignment Perspective2603.04359v2 · Marco Federici, Boris van Breugel, Paul Whatmough et al.2026 · 0 citationsarXiv
STaMP: Sequence Transformation and Mixed Precision for Low-Precision Activation Quantization2510.26771v1 · Marco Federici, Riccardo Del Chiaro, Boris van Breugel et al.2025 · 0 citationsarXiv
HadaNorm: Diffusion Transformer Quantization through Mean-Centered Transformations2506.09932v2 · Marco Federici, Riccardo Del Chiaro, Boris van Breugel et al.2025 · 0 citationsarXiv
Bridge the Inference Gaps of Neural Processes via Expectation Maximization2501.03264v1 · Qi Wang, Marco Federici, Herke van Hoof2025 · 1 citationarXiv
Efficient LLM Inference using Dynamic Input Pruning and Cache-Aware Masking2412.01380v2 · Marco Federici, Davide Belli, Mart van Baalen et al.2024 · 0 citationsarXiv
Simulation-based Inference with the Generalized Kullback-Leibler Divergence2310.01808v1 · Benjamin Kurt Miller, Marco Federici, Christoph Weniger et al.2023 · 1 citationarXiv
Latent Representation and Simulation of Markov Processes via Time-Lagged Information Bottleneck2309.07200v2 · Marco Federici, Patrick Forr'e, Ryota Tomioka et al.2023 · 0 citationsarXiv
Two for One: Diffusion Models and Force Fields for Coarse-Grained Molecular Dynamics.37688551 · Arts, Marloes, Garcia Satorras, Victor, Huang, Chin-Wei et al.2023 · 92 citationsJournal of chemical theory and computation. 2023;19(18):6151-6159
On the Effectiveness of Hybrid Mutual Information Estimation2306.00608v2 · Marco Federici, David Ruhe, Patrick Forr'e2023 · 0 citationsarXiv
Compositional Mixture Representations for Vision and Text2206.06404v1 · Stephan Alaniz, Marco Federici, Zeynep Akata2022 · 3 citationsarXiv
Towards Lightweight Controllable Audio Synthesis with Conditional Implicit Neural Representations2111.08462v2 · Jan Zuiderveld, Marco Federici, Erik J. Bekkers2021 · 3 citationsarXiv
A Bayesian Approach to Invariant Deep Neural Networks2107.09301v2 · Nikolaos Mourdoukoutas, Marco Federici, Georges Pantalos et al.2021 · 0 citationsarXiv
An Information-theoretic Approach to Distribution Shifts2106.03783v2 · Marco Federici, Ryota Tomioka, Patrick Forr'e2021 · 8 citationsarXiv
Learning Robust Representations via Multi-View Information Bottleneck2002.07017v2 · Marco Federici, Anjan Dutta, Patrick Forr'e et al.2020 · 147 citationsarXiv
Improved Bayesian Compression1711.06494v2 · Marco Federici, Karen Ullrich, Max Welling2017 · 13 citationsarXiv
Career total: 28 works. 15 are in this corpus.
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