LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantizationby Juntao Zhao, Borui…
Empirical and Experimental Insights into Data Mining Techniques for Crime Prediction: A Comprehensive Surveyby Kamal…
Estimation and Deconvolution of Second Order Cyclostationary Signalsby Igor Makienko, Michael Grebshtein, Eli GildishFirst submitted…
Why Attention Graphs Are All We Need: Pioneering Hierarchical Classification of Hematologic Cell Populations with…
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantizationby June Yong…
Collaborative learning of common latent representations in routinely collected multivariate ICU physiological signalsby Hollan Haule,…
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bitsby Shuming Ma,…
Spectrum Extraction and Clipping for Implicitly Linear Layersby Ali Ebrahimpour Boroojeny, Matus Telgarsky, Hari SundaramFirst…
FAIR: Filtering of Automatically Induced Rulesby Divya Jyoti Bajpai, Ayush Maheshwari, Manjesh Kumar Hanawal, Ganesh…
Information-Theoretic Safe Bayesian Optimizationby Alessandro G. Bottero, Carlos E. Luis, Julia Vinogradska, Felix Berkenkamp, Jan…