Gaussier, Eric

1. Identifiability of total effects from abstractions of time series causal graphs
   2023/10/23 by Assaad, Charles K., Devijver, Emilie, Gaussier, Eric +2 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
2. LSHTC: A Benchmark for Large-Scale Text Classification
   2015/03/30 by Ioannis Partalas, Aris Kosmopoulos, Partalas, Ioannis +14 · 3 citations
   Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Spam and Phishing Detection #Text and Document Classification Technologies
3. Case Studies of Causal Discovery from IT Monitoring Time Series
   2023/07/28 by Aït-Bachir, Ali, Assaad, Charles K., de Bignicourt, Christophe +5 · 3 citations
   #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
4. On the Fly Detection of Root Causes from Observed Data with Application to IT Systems
   2024/02/09 by Lei Zan, Zan, Lei, Émilie Devijver +5 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fault Detection and Control Systems #Software System Performance and Reliability
5. Deep k-Means: Jointly clustering with k-Means and learning\n representations
   2018/06/26 by Maziar Moradi Fard, Thibaut Thonet, Fard, Maziar Moradi +3 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
6. Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling
   2024/03/13 by Minghan Li, Li, Minghan, Éric Gaussier +1 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
7. Identifiability by common backdoor in summary causal graphs of time series
   2025/06/17 by Clément Yvernes, Yvernes, Clément, Émilie Devijver +4 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)