David Jensen

1. Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning
   2019/12/09 by Akanksha Atrey, Atrey, Akanksha, Kaleigh Clary +3 · 7 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
2. A Sound and Complete Algorithm for Learning Causal Models from Relational Data
   2013/09/26 by Marc Maier, Maier, Marc, Katerina Marazopoulou +5 · 6 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #Rough Sets and Fuzzy Logic
3. Degeneration of Linear Series From the Tropical Point of View and Applications
   2015/04/21 by Matthew J. Baker, Baker, Matthew, David Jensen +1 · 2 citations
   Computer Science · Mathematics · #14G05 #14H10 #14H51 #14T05 #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #Commutative Algebra and Its Applications #FOS: Mathematics #Polynomial and algebraic computation
4. Let's Play Again: Variability of Deep Reinforcement Learning Agents in Atari Environments
   2019/04/12 by Kaleigh Clary, Emma Tosch, Clary, Kaleigh +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
5. Adaptive Circuit Behavior and Generalization in Mechanistic Interpretability
   2024/11/25 by Jatin Nainani, Sankaran Vaidyanathan, Nainani, Jatin +7 · 4 citations
   Computer Science · #Statistical and Computational Modeling
6. Causal Inference using Gaussian Processes with Structured Latent Confounders
   2020/07/14 by Sam Witty, Kenta Takatsu, Witty, Sam +5 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
7. Recent Developments in Brill-Noether Theory
   2021/10/30 by David Jensen, Sam Payne, Jensen, David +1 · 1 citation
   Computer Science · Mathematics · #14H51 #Algebraic Geometry (math.AG) #Algebraic Geometry and Number Theory #Commutative Algebra and Its Applications #FOS: Mathematics #Polynomial and algebraic computation
8. Tropical Linear Series and Tropical Independence
   2022/09/30 by David Jensen, Jensen, David, Sam Payne +1 · 1 citation
   Computer Science · #14H51 #14T99 #Algebraic Geometry (math.AG) #FOS: Mathematics #Multimedia Learning Systems #Polynomial and algebraic computation
9. Evaluating Causal Models by Comparing Interventional Distributions
   2016/08/16 by Dan Garant, David Jensen, Garant, Dan +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME)