Carlo Luschi - RankMe

35 papers A* 6Misc 1Journal 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MXNorm: Reusing MXFP block scales for efficient tensor normalisation. CoRR Callum McLean, Luke Y. Prince, Alexandre Payot, Paul Balanca, Carlo Luschi
2026	J	`jnl`	UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG. CoRR Dobrik Georgiev, Kheeran Naidu, Alberto Cattaneo, Federico Monti, Carlo Luschi, Daniel Justus
2025	J	`jnl`	Elucidating the Design Space of FP4 training. CoRR Robert Hu, Carlo Luschi, Paul Balanca
2025	J	`jnl`	Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs. CoRR Alberto Cattaneo, Carlo Luschi, Daniel Justus
2025	J	`jnl`	Optimal Formats for Weight Quantisation. CoRR Douglas Orr, Luka Ribar, Carlo Luschi
2025	J	`jnl`	The role of graph topology in the performance of biomedical Knowledge Graph Completion models. Bioinform. Alberto Cattaneo, Stephen Bonner, Thomas Martynec, Edward R. Morrissey, Carlo Luschi, Ian P. Barrett, Daniel Justus
2025	A*	`conf`	u-μP: The Unit-Scaled Maximal Update Parametrization. ICLR Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Yuri Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr
2024	J	`jnl`	Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory. CoRR Alexander Mathiasen, Hatem Helal, Paul Balanca, Adam Krzywaniak, Ali Parviz, Frederik Hvilshøj, Blazej Banaszewski, Carlo Luschi, Andrew William Fitzgibbon
2024	J	`jnl`	Scalify: scale propagation for efficient low-precision LLM training. CoRR Paul Balanca, Sam Hosegood, Carlo Luschi, Andrew W. Fitzgibbon
2024	A*	`conf`	SparQ Attention: Bandwidth-Efficient LLM Inference. ICML Luka Ribar, Ivan Chelombiev, Luke Hudlass-Galley, Charlie Blake, Carlo Luschi, Douglas Orr
2024	J	`jnl`	The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion Models. CoRR Alberto Cattaneo, Stephen Bonner, Thomas Martynec, Carlo Luschi, Ian P. Barrett, Daniel Justus
2024	J	`jnl`	u-μP: The Unit-Scaled Maximal Update Parametrization. CoRR Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Y. Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr
2023	A*	`conf`	Generating QM1B with PySCF NeurIPS Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters
2023	J	`jnl`	Generating QM1B with PySCF CoRR Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters
2023	J	`jnl`	SparQ Attention: Bandwidth-Efficient LLM Inference. CoRR Luka Ribar, Ivan Chelombiev, Luke Hudlass-Galley, Charlie Blake, Carlo Luschi, Douglas Orr
2023	J	`jnl`	Training and inference of large language models using 8-bit floating point. CoRR Sergio P. Perez, Yan Zhang, James Briggs, Charlie Blake, Josh Levy-Kramer, Paul Balanca, Carlo Luschi, Stephen Barlow, Andrew William Fitzgibbon
2023	A*	`conf`	Unit Scaling: Out-of-the-Box Low-Precision Training. ICML Charlie Blake, Douglas Orr, Carlo Luschi
2023	J	`jnl`	Unit Scaling: Out-of-the-Box Low-Precision Training. CoRR Charlie Blake, Douglas Orr, Carlo Luschi
2022	J	`jnl`	8-bit Numerical Formats for Deep Neural Networks. CoRR Badreddine Noune, Philip Jones, Daniel Justus, Dominic Masters, Carlo Luschi
2022	J	`jnl`	BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph Completion. CoRR Alberto Cattaneo, Daniel Justus, Harry Mellor, Douglas Orr, Jérôme Maloberti, Zhenying Liu, Thorin Farnsworth, Andrew W. Fitzgibbon, Blazej Banaszewski, Carlo Luschi
2021	J	`jnl`	GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures. CoRR Ivan Chelombiev, Daniel Justus, Douglas Orr, Anastasia Dietrich, Frithjof Gressmann, Alexandros Koliousis, Carlo Luschi
2021	J	`jnl`	Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training. CoRR Dominic Masters, Antoine Labatie, Zach Eaton-Rosen, Carlo Luschi
2021	A*	`conf`	Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence. NeurIPS Antoine Labatie, Dominic Masters, Zach Eaton-Rosen, Carlo Luschi
2021	J	`jnl`	Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence. CoRR Antoine Labatie, Dominic Masters, Zach Eaton-Rosen, Carlo Luschi
2021	J	`jnl`	Towards Structured Dynamic Sparse Pre-Training of BERT. CoRR Anastasia Dietrich, Frithjof Gressmann, Douglas Orr, Ivan Chelombiev, Daniel Justus, Carlo Luschi
2020	A*	`conf`	Improving Neural Network Training in Low Dimensional Random Bases. NeurIPS Frithjof Gressmann, Zach Eaton-Rosen, Carlo Luschi
2020	J	`jnl`	Improving Neural Network Training in Low Dimensional Random Bases. CoRR Frithjof Gressmann, Zach Eaton-Rosen, Carlo Luschi
2020	J	`jnl`	Parallel Training of Deep Networks with Local Updates. CoRR Michael Laskin, Luke Metz, Seth Nabarrao, Mark Saroufim, Badreddine Noune, Carlo Luschi, Jascha Sohl-Dickstein, Pieter Abbeel
2018	J	`jnl`	Revisiting Small Batch Training for Deep Neural Networks. CoRR Dominic Masters, Carlo Luschi
2005	J	`jnl`	Estimation of the output error statistics of space-time equalization in an antenna array EGPRS receiver with soft-decision decoding. IEEE Trans. Wirel. Commun. Carlo Luschi, Bernard Mulgrew
2003	J	`jnl`	Nonparametric trellis equalization in the presence of non-Gaussian interference. IEEE Trans. Commun. Carlo Luschi, Bernard Mulgrew
2000	J	`jnl`	Advanced signal-processing algorithms for energy-efficient wireless communications. Proc. IEEE Carlo Luschi, Magnus Sandell, Paul Strauch, Jian-Jun Wu, Costel Ilas, Ping-Wen Ong, Romain Baeriswyl, Frederic Battaglia, Spyros Karageorgis, Ran-Hong Yan
1999	Misc	`conf`	Low complexity source controlled channel decoding in a GSM system. ICASSP Paul Strauch, Carlo Luschi, Magnus Sandell, Ran Yan
1996	J	`jnl`	Joint clock recovery and baseband combining for the diversity radio channel. IEEE Trans. Commun. Franco Guglielmi, Carlo Luschi, Arnaldo Spalvieri
1995	J	`jnl`	Joint Clock Recovery and Baseband Combining for the Diversity Radio Channel. IEEE Trans. Commun. Franco Guglielmi, Carlo Luschi, Arnaldo Spalvieri