Jacopo Tagliabue

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 54

Top Topics

Information Flow

Efficient Search

Temporal Patterns

Recommender Systems

Top Venues

Nat. Mac. Intell.

Publications

Jacopo Tagliabue, Ciro Greco
Reproducible data science over data lakes: replayable data pipelines with Bauplan and Nessie. DEEM@SIGMOD (2024)
Federico Bianchi, Patrick John Chia, Mert Yüksekgönül, Jacopo Tagliabue, Dan Jurafsky, James Zou
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis. CoRR (2024)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
Author Correction: A challenge for rounded evaluation of recommender systems. Nat. Mac. Intell. 6 (3) (2024)
Jacopo Tagliabue, Ciro Greco
Reproducible data science over data lakes: replayable data pipelines with Bauplan and Nessie. CoRR (2024)
Surya Kallumadi, Yubin Kim, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue
eCom'23: The SIGIR 2023 Workshop on eCommerce. SIGIR (2023)
Federico Bianchi, Patrick John Chia, Jacopo Tagliabue, Ciro Greco, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain, Claudio Pomo
EvalRS 2023: Well-Rounded Recommender Systems for Real-World Deployments. KDD (2023)
Piero Molino, Jacopo Tagliabue
Witgenstein's influence on artificial intelligence. CoRR (2023)
Jacopo Tagliabue, Ciro Greco, Luca Bigon
Building a Serverless Data Lakehouse from Spare Parts. VLDB Workshops (2023)
Patrick John Chia, Giuseppe Attanasio, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain
E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems. CoRR (2023)
Jacopo Tagliabue, Ciro Greco, Luca Bigon
Building a serverless Data Lakehouse from spare parts. CoRR (2023)
Federico Bianchi, Patrick John Chia, Ciro Greco, Claudio Pomo, Gabriel de Souza P. Moreira, Davide Eynard, Fahd Husain, Jacopo Tagliabue
EvalRS 2023. Well-Rounded Recommender Systems For Real-World Deployments. CoRR (2023)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
A challenge for rounded evaluation of recommender systems. Nat. Mac. Intell. 5 (2) (2023)
Jacopo Tagliabue, Ciro Greco
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis. eCom@SIGIR (2023)
Jacopo Tagliabue, Ciro Greco
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis. CoRR (2023)
Jacopo Tagliabue, Hugo Bowne-Anderson, Ville Tuulos, Savin Goyal, Romain Cledat, David Berg
Reasonable Scale Machine Learning with Open-Source Metaflow. CoRR (2023)
Jacopo Tagliabue
Wild Wild Tests. ORSUM@RecSys (2023)
Andrea Polonioli, Riccardo Ghioni, Ciro Greco, Prathm Juneja, Jacopo Tagliabue, David S. Watson, Luciano Floridi
The Ethics of Online Controlled Experiments (A/B Testing). Minds Mach. 33 (4) (2023)
Ajinkya Kale, Surya Kallumadi, Tracy Holloway King, Shervin Malmasi, Maarten de Rijke, Jacopo Tagliabue
eCom'22: The SIGIR 2022 Workshop on eCommerce. SIGIR (2022)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
EvalRS: a Rounded Evaluation of Recommender Systems. CoRR (2022)
Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue
FashionCLIP: Connecting Language and Images for Product Representations. CoRR (2022)
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Chloe He, Brian Ko
Beyond NDCG: Behavioral Testing of Recommender Systems with RecList. WWW (Companion Volume) (2022)
Nicole Fitzgerald, Jacopo Tagliabue
On the plurality of graphs. J. Log. Comput. 32 (6) (2022)
Jacopo Tagliabue, Federico Bianchi, Tobias Schnabel, Giuseppe Attanasio, Ciro Greco, Gabriel de Souza P. Moreira, Patrick John Chia
EvalRS: a rounded evaluation of recommender systems. CIKM Workshops (2022)
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Ciro Greco, Diogo Gonçalves
"Does it come in black?" CLIP-like models are zero-shot recommenders. CoRR (2022)
Patrick John Chia, Bingqing Yu, Jacopo Tagliabue
"Are you sure?": Preliminary Insights from Scaling Product Comparisons to Multiple Shops. CoRR (2021)
Federico Bianchi, Jacopo Tagliabue, Bingqing Yu
Query2Prod2Vec Grounded Word Embeddings for eCommerce. CoRR (2021)
Jacopo Tagliabue, Ciro Greco, Jean-Francis Roy, Bingqing Yu, Patrick John Chia, Federico Bianchi, Giovanni Cassani
SIGIR 2021 E-Commerce Workshop Data Challenge. CoRR (2021)
Jacopo Tagliabue, Ville Tuulos, Ciro Greco, Valay Dave
DAG Card is the new Model Card. CoRR (2021)
Federico Bianchi, Ciro Greco, Jacopo Tagliabue
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction. NAACL-HLT (2021)
Patrick John Chia, Jacopo Tagliabue, Federico Bianchi, Chloe He, Brian Ko
Beyond NDCG: behavioral testing of recommender systems with RecList. CoRR (2021)
Federico Bianchi, Jacopo Tagliabue, Bingqing Yu
Query2Prod2Vec: Grounded Word Embeddings for eCommerce. NAACL-HLT (Industry Papers) (2021)
Jacopo Tagliabue
You Do Not Need a Bigger Boat: Recommendations at Reasonable Scale in a (Mostly) Serverless and Open Stack. RecSys (2021)
Jacopo Tagliabue
You Do Not Need a Bigger Boat: Recommendations at Reasonable Scale in a (Mostly) Serverless and Open Stack. CoRR (2021)
Federico Bianchi, Ciro Greco, Jacopo Tagliabue
Language in a (Search) Box: Grounding Language Learning in Real-World Human-Machine Interaction. CoRR (2021)
Jacopo Tagliabue, Bingqing Yu, Marie Beaulieu
How to Grow a (Product) Tree: Personalized Category Suggestions for eCommerce Type-Ahead. CoRR (2020)
Bingqing Yu, Jacopo Tagliabue, Ciro Greco, Federico Bianchi
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization. CoRR (2020)
Bingqing Yu, Jacopo Tagliabue, Ciro Greco, Federico Bianchi
"An Image is Worth a Thousand Features": Scalable Product Representations for In-Session Type-Ahead Personalization. WWW (Companion Volume) (2020)
Federico Bianchi, Bingqing Yu, Jacopo Tagliabue
BERT Goes Shopping: Comparing Distributional Models for Product Representations. CoRR (2020)
Jacopo Tagliabue, Bingqing Yu, Federico Bianchi
The Embeddings That Came in From the Cold: Improving Vectors for New and Rare Products with Content-Based Inference. RecSys (2020)
Bingqing Yu, Jacopo Tagliabue
Blending Search and Discovery: Tag-Based Query Refinement with Contextual Reinforcement Learning. CoRR (2020)
Nicole Fitzgerald, Jacopo Tagliabue
On The Plurality of Graphs. CoRR (2020)
Jacopo Tagliabue, Bingqing Yu
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution. CoRR (2020)
Federico Bianchi, Jacopo Tagliabue, Bingqing Yu, Luca Bigon, Ciro Greco
Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario. CoRR (2020)
Jacopo Tagliabue, Lucas Lacasa, Ciro Greco, Mattia Pavoni, Andrea Polonioli
Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories. CoRR (2019)
Ciro Greco, Andrea Polonioli, Jacopo Tagliabue
Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence. CoRR (2019)
Jacopo Tagliabue, Lucas Lacasa, Ciro Greco, Mattia Pavoni, Andrea Polonioli
Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories. ICDM (2019)
Luca Bigon, Giovanni Cassani, Ciro Greco, Lucas Lacasa, Mattia Pavoni, Andrea Polonioli, Jacopo Tagliabue
Prediction is very hard, especially about conversion. Predicting user purchases from clickstream data in fashion e-commerce. CoRR (2019)
Ciro Greco, Andrea Polonioli, Jacopo Tagliabue
Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence. DATA (2019)
Jacopo Tagliabue, Reuben Cohn-Gordon
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration. CoRR (2019)
Giuseppe Primiero, Agostino Martorana, Jacopo Tagliabue
Simulation of a Trust and Reputation Based Mitigation Protocol for a Black Hole Style Attack on VANETs. EuroS&P Workshops (2018)
Giuseppe Primiero, Elio Tuci, Jacopo Tagliabue, Eliseo Ferrante
Swarm Attack: A Self-organized Model to Recover from Malicious Communication Manipulation in a Swarm of Simple Simulated Agents. ANTS Conference (2018)
Giuseppe Primiero, Franco Raimondi, Michele Bottone, Jacopo Tagliabue
Trust and distrust in contradictory information transmission. Appl. Netw. Sci. 2 (2017)
Giuseppe Primiero, Michele Bottone, Franco Raimondi, Jacopo Tagliabue
Contradictory information flow in networks with trust and distrust. COMPLEX NETWORKS (2016)
Francesco Berto, Jacopo Tagliabue, Gabriele Rossi
There's Plenty of Boole at the Bottom: A Reversible CA Against Information Entropy. Minds Mach. 26 (4) (2016)
Francesco Berto, Jacopo Tagliabue
The world is either digital or analogue. Synth. 191 (3) (2014)
Jacopo Tagliabue
Anomalous Monism in a Digital Universe. Minds Mach. 24 (4) (2014)
Lucas Lacasa, Jacopo Tagliabue, Andrew Berdahl
Crossover phenomenon in the performance of an Internet search engine CoRR (2012)