Alessandro Magnani

According to our database, Alessandro Magnani authored at least 45 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Large Language Models for Relevance Judgment in Product Search.

Navid Mehrdad, Hrushikesh Mohapatra, Mossaab Bagdouri, Prijith Chandran, Alessandro Magnani, Xunfan Cai, Ajit Puthenputhussery, Sachin Yadav, Tony Lee, ChengXiang Zhai, Ciya Liao

CoRR, 2024

Relevance Filtering for Embedding-based Retrieval.

Nicholas Rossi, Juexin Lin, Feng Liu, Zhen Yang, Tony Lee, Alessandro Magnani, Ciya Liao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Enhancing Relevance of Embedding-based Retrieval at Walmart.

Juexin Lin, Sachin Yadav, Feng Liu, Nicholas Rossi, Praveen Reddy Suram, Satya Chembolu, Prijith Chandran, Hrushikesh Mohapatra, Tony Lee, Alessandro Magnani, Ciya Liao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Noise-Robust Dense Retrieval via Contrastive Alignment Post Training.

Daniel Campos, ChengXiang Zhai, Alessandro Magnani

CoRR, 2023

Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders.

Daniel Campos, Alessandro Magnani, ChengXiang Zhai

CoRR, 2023

OVERVIEW OF THE TREC 2023 PRODUCT PRODUCT SEARCH TRACK.

Daniel Campos, Surya Kallumadi, Corby Rosset, Cheng Xiang Zhai, Alessandro Magnani

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

Quick Dense Retrievers Consume KALE: Post Training KullbackLeibler Alignment of Embeddings for Asymmetrical dual encoders.

Daniel Campos, Alessandro Magnani, Chengxiang Zhai

Proceedings of The Fourth Workshop on Simple and Efficient Natural Language Processing, 2023

Entity-aware Multi-task Learning for Query Understanding at Walmart.

Zhiyuan Peng, Vachik S. Dave, Nicole McNabb, Rahul Sharnagat, Alessandro Magnani, Ciya Liao, Yi Fang, Sravanthi Rajanala

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

A Multi-task Learning Framework for Product Ranking with BERT.

Xuyang Wu, Alessandro Magnani, Suthee Chaidaroon, Ajit Puthenputhussery, Ciya Liao, Yi Fang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Analysis and Design of a Fully-Integrated Pulsed LiDAR Driver in 100V-GaN IC Technology.

Andrea Bettini, Thibault Cosnier, Alessandro Magnani, Olga Syshchyk, Matteo Borga, Stefaan Decoutere, Andrea Neviani

Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022

Semantic Retrieval at Walmart.

Alessandro Magnani, Feng Liu, Suthee Chaidaroon, Sachin Yadav, Praveen Reddy Suram, Ajit Puthenputhussery, Sijie Chen, Min Xie, Anirudh Kashi, Tony Lee, Ciya Liao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2020

Scalable Detection of Offensive and Non-compliant Content / Logo in Product Images.

Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley, Behzad Ahmadi, Venkatesh Kandaswamy, Omer Ovenc, Shie Mannor

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019

Image Matters: Detecting Offensive and Non-Compliant Content / Logo in Product Images.

Shreyansh Gandhi, Samrat Kokkula, Abon Chaudhuri, Alessandro Magnani, Theban Stanley, Behzad Ahmadi, Venkatesh Kandaswamy, Omer Ovenc, Shie Mannor

CoRR, 2019

Neural Product Retrieval at Walmart.com.

Alessandro Magnani, Feng Liu, Min Xie, Somnath Banerjee

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Neural Compatibility Ranking for Text-based Fashion Matching.

Suthee Chaidaroon, Yi Fang, Min Xie, Alessandro Magnani

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018

Multi-port dynamic compact thermal models of dual-chip package using model order reduction and metaheuristic optimization.

Brice Rogié, Lorenzo Codecasa, Eric Monier-Vinard, Valentin Bissuel, Najib Laraqi, Olivier Daniel, Dario D'Amore, Alessandro Magnani, Vincenzo d'Alessandro, Niccolò Rinaldi

Microelectron. Reliab., 2018

Versatile MOR-based boundary condition independent compact thermal models with multiple heat sources.

Lorenzo Codecasa, Robin Bornoff, James Dyson, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi

Microelectron. Reliab., 2018

A Smart System for Selection of Optimal Product Images in E-Commerce.

Abon Chaudhuri, Paolo Messina, Samrat Kokkula, Aditya Subramanian, Abhinandan Krishnan, Shreyansh Gandhi, Alessandro Magnani, Venkatesh Kandaswamy

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Is a Picture Worth a Thousand Words? A Deep Multi-Modal Architecture for Product Classification in E-Commerce.

Tom Zahavy, Abhinandan Krishnan, Alessandro Magnani, Shie Mannor

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Simulation comparison of InGaP/GaAs HBT thermal performance in wire-bonding and flip-chip technologies.

Vincenzo d'Alessandro, Antonio Pio Catalano, Alessandro Magnani, Lorenzo Codecasa, Niccolò Rinaldi, Brian Moser, Peter J. Zampardi

Microelectron. Reliab., 2017

Partition-based approach to parametric dynamic compact thermal modeling.

Lorenzo Codecasa, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi, Andre G. Metzger, Robin Bornoff, John Parry

Microelectron. Reliab., 2017

3-D thermal models calibration by parametric dynamic compact thermal models.

Lorenzo Codecasa, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi

Microelectron. Reliab., 2017

Model-Order Reduction Procedure for Fast Dynamic Electrothermal Simulation of Power Converters.

Antonio Pio Catalano, Michele Riccio, Lorenzo Codecasa, Alessandro Magnani, Gianpaolo Romano, Vincenzo d'Alessandro, Luca Maresca, Nils Rinaldi, Giovanni Breglio, Andrea Irace

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2017

2016

Wearable Multi-Frequency and Multi-Segment Bioelectrical Impedance Spectroscopy for Unobtrusively Tracking Body Fluid Shifts during Physical Activity in Real-Field Applications: A Preliminary Study.

Federica A. Villa, Alessandro Magnani, Martina A. Maggioni, Alexander C. Stahn, Susanna Rampichini, Giampiero Merati, Paolo Castiglioni

Sensors, 2016

Advanced thermal simulation of SiGe: C HBTs including back-end-of-line.

Vincenzo d'Alessandro, Alessandro Magnani, Lorenzo Codecasa, Niccolò Rinaldi, Klaus Aufinger

Microelectron. Reliab., 2016

Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce.

Tom Zahavy, Alessandro Magnani, Abhinandan Krishnan, Shie Mannor

CoRR, 2016

Digital feedback optical vibrometer.

Michele Norgia, Alessandro Magnani, Dario Melchionni, Cesare Svelto, Alessandro Pesatori

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2016

2015

Drop Measurement System for Biomedical Application.

Michele Norgia, Alessandro Magnani, Dario Melchionni, Alessandro Pesatori

IEEE Trans. Instrum. Meas., 2015

Structure-preserving approach to multi-port dynamic compact models of nonlinear heat conduction.

Lorenzo Codecasa, Vincenzo d'Alessandro, Alessandro Magnani, Niccolò Rinaldi

Microelectron. J., 2015

2014

Instrumentations for dimensional measurements based on self mixing intereferometry.

Alessandro Magnani

PhD thesis, 2014

Real-Time Self-Mixing Interferometer for Long Distances.

Alessandro Magnani, Alessandro Pesatori, Michele Norgia

IEEE Trans. Instrum. Meas., 2014

Feasibility of Long-Term Monitoring of Multifrequency and Multisegment Body Impedance by Portable Devices.

Federica A. Villa, Alessandro Magnani, Giampiero Merati, Paolo Castiglioni

IEEE Trans. Biomed. Eng., 2014

A low power Ku phase locked oscillator in low cost 130 nm CMOS technology.

Alessandro Magnani, Mattia Borgarino, Christophe Viallon, Thierry Parra, Gilles Jacquemod

Microelectron. J., 2014

Optical system for drop volume measurement.

Michele Norgia, Alessandro Magnani, Dario Melchionni, Alessandro Pesatori

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2014

2013

Analysis of the UIS behavior of power devices by means of SPICE-based electrothermal simulations.

Vincenzo d'Alessandro, Alessandro Magnani, Michele Riccio, Yohei Iwahashi, Giovanni Breglio, Niccolò Rinaldi, Andrea Irace

Microelectron. Reliab., 2013

Dynamic electrothermal macromodeling techniques for thermal-aware design of circuits and systems.

Alessandro Magnani, Vincenzo d'Alessandro, Niccolò Rinaldi, Massimiliano de Magistris, Klaus Aufinger

Proceedings of the 2013 23rd International Workshop on Power and Timing Modeling, 2013

Self-mixing interferometer for speed measurement with sign.

Alessandro Magnani, Alessandro Pesatori, Michele Norgia

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2008

Robust Beamforming via Worst-Case SINR Maximization.

Seung-Jean Kim, Alessandro Magnani, Almir Mutapcic, Stephen P. Boyd, Zhi-Quan Luo

IEEE Trans. Signal Process., 2008

Learning the kernel via convex optimization.

Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, Stephen P. Boyd

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Self-Organized, Scalable GPS-Free Localization of Wireless Sensors.

Alessandro Magnani, Kin K. Leung

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

2006

Pareto optimal linear classification.

Seung-Jean Kim, Alessandro Magnani, Sikandar Samar, Stephen P. Boyd, Johan Lim

Proceedings of the Machine Learning, 2006

Optimal kernel selection in Kernel Fisher discriminant analysis.

Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd

Proceedings of the Machine Learning, 2006

2005

Robust Fisher Discriminant Analysis.

Seung-Jean Kim, Alessandro Magnani, Stephen P. Boyd

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Optimal One-Bit Quantization.

Alessandro Magnani, Arpita Ghosh, Robert M. Gray

Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

Tractable fitting with convex polynomials via sum-of-squares.

Alessandro Magnani, Sanjay Lall, Stephen P. Boyd

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005