Alan Fern
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
114
Venues
33
Active years
2000–2026
Best venue rank
A*
Where they publish
- A*AAAI32 papers
- A*ICML11 papers
- A*IJCAI10 papers
- A*ICRA7 papers
- A*CVPR7 papers
- AUAI7 papers
- AIROS3 papers
- A*ICLR3 papers
- A*SIGMOD3 papers
- CICMLA2 papers
- AIUI2 papers
- A*KDD2 papers
- A*ICDM2 papers
- AWACV2 papers
- CIAAI2 papers
- A*ICCV2 papers
- UnrankedCoRL1 paper
- A*ECCV1 paper
- A*ICSE1 paper
- BCogSci1 paper
- CPADL1 paper
- A*ICDE1 paper
- BALT1 paper
- AAISTATS1 paper
- AECAI1 paper
- BGLOBECOM1 paper
- BGPCE1 paper
- CISoLA1 paper
- AISSRE1 paper
- CIPCCC1 paper
- CPEPM1 paper
- BIWCMC1 paper
- BILP1 paper
Papers
114 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Localized Near Surface Temperature Inversion Forecasting Using Long Short-Term Memory. | Taylor Dinkins, Weng-Keen Wong, Basavaraj R. Amogi, Paola Pesantez-Cabrera, Jaitun Patel, Lav R. Khot, Alan Fern |
| 2026 | AAAI | Budgeted Online Active Learning with Expert Advice and Episodic Priors. | Kristen Goebel, William Solow, Paola Pesantez-Cabrera, Markus Keller, Alan Fern |
| 2025 | AAAI | Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning. | Yassine Chemingui, Aryan Deshwal, Honghao Wei, Alan Fern, Jana Doppa |
| 2025 | AAAI | Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios. | Mohammad Rafid Ul Islam, Prasad Tadepalli, Alan Fern |
| 2024 | AAAI | Data-Driven Structural Fire Risk Prediction for City Properties. | Rupasree Dey, Alan Fern |
| 2024 | AAAI | Attention-Based Models for Snow-Water Equivalent Prediction. | Krishu K. Thapa, Bhupinderjeet Singh, Supriya Savalkar, Alan Fern, Kirti Rajagopalan, Ananth Kalyanaraman |
| 2024 | CoRL | Learning Decentralized Multi-Biped Control for Payload Transport. | Bikram Pandit, Ashutosh Gupta, Mohitvishnu S. Gadde, Addison Johnson, Aayam Kumar Shrestha, Helei Duan, Jeremy Dao, Alan Fern |
| 2024 | ECCV | Generating Physically Realistic and Directable Human Motions from Multi-modal Inputs. | Aayam Shrestha, Pan Liu, Germn Ros, Kai Yuan, Alan Fern |
| 2024 | ICMLA | Learning Extended Forecasts of Soil Water Content via Physically-Inspired Autoregressive Models. | Ozmen Erkin Kokten, Raviv Raich, James Holmes, Alan Fern |
| 2024 | ICRA | Sim-to-Real Learning for Humanoid Box Loco-Manipulation. | Jeremy Dao, Helei Duan, Alan Fern |
| 2024 | ICRA | Learning Vision-Based Bipedal Locomotion for Challenging Terrain. | Helei Duan, Bikram Pandit, Mohitvishnu S. Gadde, Bart van Marum, Jeremy Dao, Chanho Kim, Alan Fern |
| 2024 | IROS | Interruptive Language Control of Bipedal Locomotion. | Ashish Malik, Stefan Lee, Alan Fern |
| 2024 | IROS | Revisiting Reward Design and Evaluation for Robust Humanoid Standing and Walking. | Bart van Marum, Aayam Shrestha, Helei Duan, Pranay Dugar, Jeremy Dao, Alan Fern |
| 2023 | AAAI | Grape Cold Hardiness Prediction via Multi-Task Learning. | Aseem Saxena, Paola Pesantez-Cabrera, Rohan Ballapragada, Kin-Ho Lam, Markus Keller, Alan Fern |
| 2023 | ICRA | Optimizing Bipedal Locomotion for The 100m Dash With Comparison to Human Running. | Devin Crowley, Jeremy Dao, Helei Duan, Kevin Green, Jonathan W. Hurst, Alan Fern |
| 2022 | ICRA | Sim-to-Real Learning for Bipedal Locomotion Under Unsensed Dynamic Loads. | Jeremy Dao, Kevin Green, Helei Duan, Alan Fern, Jonathan W. Hurst |
| 2022 | ICRA | Sim-to-Real Learning of Footstep-Constrained Bipedal Dynamic Walking. | Helei Duan, Ashish Malik, Jeremy Dao, Aseem Saxena, Kevin Green, Jonah Siekmann, Alan Fern, Jonathan W. Hurst |
| 2022 | IROS | Learning Dynamic Bipedal Walking Across Stepping Stones. | Helei Duan, Ashish Malik, Mohitvishnu S. Gadde, Jeremy Dao, Alan Fern, Jonathan W. Hurst |
| 2021 | ICLR | Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions. | Zhengxian Lin, Kin-Ho Lam, Alan Fern |
| 2021 | ICLR | DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs. | Aayam Kumar Shrestha, Stefan Lee, Prasad Tadepalli, Alan Fern |
| 2021 | ICML | Re-understanding Finite-State Representations of Recurrent Policy Networks. | Mohamad H. Danesh, Anurag Koul, Alan Fern, Saeed Khorram |
| 2021 | ICRA | Learning Task Space Actions for Bipedal Locomotion. | Helei Duan, Jeremy Dao, Kevin Green, Taylor Apgar, Alan Fern, Jonathan W. Hurst |
| 2021 | ICRA | Sim-to-Real Learning of All Common Bipedal Gaits via Periodic Reward Composition. | Jonah Siekmann, Yesh Godse, Alan Fern, Jonathan W. Hurst |
| 2021 | ICSE | Doing Remote Controlled Studies with Humans: Tales from the COVID Trenches. | Rupika Dikkala, Roli Khanna, Caleb R. Matthews, Jonathan Dodge, Sai Raja, Catherine Hu, Jed Irvine, Zeyad Shureih, Kin-Ho Lam, Andrew Anderson, Minsuk Kahng, Alan Fern, Margaret Burnett |
| 2021 | SIGMOD | Scalable and Usable Relational Learning With Automatic Language Bias. | Jose Picado, Arash Termehchy, Alan Fern, Sudhanshu Pathak, Praveen Ilango, John Davis |
| 2020 | AAAI | Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. | Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern |
| 2020 | AAAI | The Choice Function Framework for Online Policy Improvement. | Murugeswari Issakkimuthu, Alan Fern, Prasad Tadepalli |
| 2020 | CogSci | The Origins of Common Sense in Humans and Machines. | Kevin Smith, Eliza Kosoy, Alison Gopnik, Deepak Pathak, Alan Fern, Josh Tenenbaum, Tomer D. Ullman |
| 2020 | CVPR | Learning Intuitive Physics by Explaining Surprise. | Hung Nguyen, Jay Patravali, Fuxin Li, Alan Fern |
| 2020 | IUI | Keeping it "organized and logical": after-action review for AI (AAR/AI). | Theresa Mai, Roli Khanna, Jonathan Dodge, Jed Irvine, Kin-Ho Lam, Zhengxian Lin, Nicholas Kiddle, Evan Newman, Sai Raja, Caleb R. Matthews, Christopher Perdriau, Margaret Burnett, Alan Fern |
| 2020 | PADL | Explanations for Dynamic Programming. | Martin Erwig, Prashant Kumar, Alan Fern |
| 2019 | AAAI | Strategic Tasks for Explainable Reinforcement Learning. | Rey Pocius, Lawrence Neal, Alan Fern |
| 2019 | ICLR | Learning Finite State Representations of Recurrent Policy Networks. | Anurag Koul, Alan Fern, Sam Greydanus |
| 2019 | IJCAI | Explaining Reinforcement Learning to Mere Mortals: An Empirical Study. | Andrew Anderson, Jonathan Dodge, Amrita Sadarangani, Zoe Juozapaitis, Evan Newman, Jed Irvine, Souti Chattopadhyay, Alan Fern, Margaret Burnett |
| 2019 | IUI | Interactive Naming for Explaining Deep Neural Networks: A Formative Study. | Mandana Hamidi-Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli |
| 2018 | AAAI | Can We Achieve Open Category Detection with Guarantees? | Si Liu, Risheek Garrepalli, Alan Fern, Thomas G. Dietterich |
| 2018 | AAAI | Detecting Cyberattack Entities from Audit Data via Multi-View Anomaly Detection with Feedback. | Md Amran Siddiqui, Alan Fern, Ryan Wright, Alec Theriault, David W. Archer, William Maxwell |
| 2018 | ICDE | AutoMode: Relational Learning with Less Black Magic. | Jose Picado, Sudhanshu Pathak, Arash Termehchy, Alan Fern |
| 2018 | ICML | Visualizing and Understanding Atari Agents. | Samuel Greydanus, Anurag Koul, Jonathan Dodge, Alan Fern |
| 2018 | ICML | Open Category Detection with PAC Guarantees. | Si Liu, Risheek Garrepalli, Thomas G. Dietterich, Alan Fern, Dan Hendrycks |
| 2018 | IJCAI | Emergency Response Optimization using Online Hybrid Planning. | Durga Harish Dayapule, Aswin Raghavan, Prasad Tadepalli, Alan Fern |
| 2018 | KDD | Feedback-Guided Anomaly Discovery via Online Optimization. | Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Ryan Wright, Alec Theriault, David W. Archer |
| 2017 | AAAI | Hindsight Optimization for Hybrid State and Action MDPs. | Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern |
| 2017 | ALT | Adaptive Submodularity with Varying Query Sets: An Application to Active Multi-label Learning. | Alan Fern, Robby Goetschalckx, Mandana Hamidi-Haines, Prasad Tadepalli |
| 2017 | CVPR | Budget-Aware Deep Semantic Video Segmentation. | Behrooz Mahasseni, Sinisa Todorovic, Alan Fern |
| 2017 | SIGMOD | Schema Independent Relational Learning. | Jose Picado, Arash Termehchy, Alan Fern, Parisa Ataei |
| 2017 | SIGMOD | Towards Automatically Setting Language Bias in Relational Learning. | Jose Picado, Arash Termehchy, Alan Fern, Sudhanshu Pathak |
| 2016 | ICDM | Toward Representation Independent Analytics over Structured Data. | Yodsawalai Chodpathumwan, Jose Picado, Arash Termehchy, Alan Fern, Yizhou Sun |
| 2016 | ICDM | Incorporating Expert Feedback into Active Anomaly Discovery. | Shubhomoy Das, Weng-Keen Wong, Thomas G. Dietterich, Alan Fern, Andrew Emmott |
| 2016 | UAI | Finite Sample Complexity of Rare Pattern Anomaly Detection. | Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Shubhomoy Das |
| 2015 | AAAI | Factored MCTS for Large Scale Stochastic Planning. | Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli |
| 2015 | CVPR | Person count localization in videos from noisy foreground and detections. | Sheng Chen, Alan Fern, Sinisa Todorovic |
| 2015 | IJCAI | Multitask Coactive Learning. | Robby Goetschalckx, Alan Fern, Prasad Tadepalli |
| 2015 | IJCAI | Active Imitation Learning of Hierarchical Policies. | Mandana Hamidi, Prasad Tadepalli, Robby Goetschalckx, Alan Fern |
| 2015 | WACV | Efficiently Constructing Mosaics from Video Collections. | Frank Liu, Robin Hess, Alan Fern |
| 2015 | UAI | Progressive Abstraction Refinement for Sparse Sampling. | Jesse Hostetler, Alan Fern, Thomas G. Dietterich |
| 2015 | UAI | Memory-Effcient Symbolic Online Planning for Factored MDPs. | Aswin Raghavan, Roni Khardon, Prasad Tadepalli, Alan Fern |
| 2014 | AAAI | HC-Search for Multi-Label Prediction: An Empirical Study. | Janardhan Rao Doppa, Jun Yu, Chao Ma, Alan Fern, Prasad Tadepalli |
| 2014 | AAAI | Coactive Learning for Locally Optimal Problem Solving. | Robby Goetschalckx, Alan Fern, Prasad Tadepalli |
| 2014 | AAAI | State Aggregation in Monte Carlo Tree Search. | Jesse Hostetler, Alan Fern, Tom Dietterich |
| 2014 | AAAI | Imitation Learning with Demonstrations and Shaping Rewards. | Kshitij Judah, Alan Fern, Prasad Tadepalli, Robby Goetschalckx |
| 2014 | AISTATS | Dynamic Resource Allocation for Optimizing Population Diffusion. | Shan Xue, Alan Fern, Daniel Sheldon |
| 2014 | CVPR | Multi-object Tracking via Constrained Sequential Labeling. | Sheng Chen, Alan Fern, Sinisa Todorovic |
| 2014 | ECAI | Learning Pruning Rules for Heuristic Search Planning. | Michal Krajnansk, Jrg Hoffmann, Olivier Buffet, Alan Fern |
| 2014 | WACV | Play type recognition in real-world football video. | Sheng Chen, Zhongyuan Feng, Qingkai Lu, Behrooz Mahasseni, Trevor Fiez, Alan Fern, Sinisa Todorovic |
| 2014 | UAI | Learning Partial Policies to Speedup MDP Tree Search. | Jervis Pinto, Alan Fern |
| 2013 | AAAI | HC-Search: Learning Heuristics and Cost Functions for Structured Prediction. | Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli |
| 2013 | AAAI | Relational Markov Decision Processes: Promise and Prospects. | Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan |
| 2013 | IAAI | Detecting the Moment of Snap in Real-World Football Videos. | Behrooz Mahasseni, Sheng Chen, Alan Fern, Sinisa Todorovic |
| 2013 | ICCV | Monte Carlo Tree Search for Scheduling Activity Recognition. | Mohamed R. Amer, Sinisa Todorovic, Alan Fern, Song-Chun Zhu |
| 2013 | KDD | Detecting insider threats in a real corporate database of computer usage activity. | Ted E. Senator, Henry G. Goldberg, Alex Memory, William T. Young, Brad Rees, Robert Pierce, Daniel Huang, Matthew Reardon, David A. Bader, Edmond Chow, Irfan A. Essa, Joshua Jones, Vinay Bettadapura, Duen Horng Chau, Oded Green, Oguz Kaya, Anita Zakrzewska, Erica Briscoe, Rudolph L. Mappus IV, Robert McColl, Lora Weiss, Thomas G. Dietterich, Alan Fern, Weng-Keen Wong, Shubhomoy Das, Andrew Emmott, Jed Irvine, Jay Yoon Lee, Danai Koutra, Christos Faloutsos, Daniel D. Corkill, Lisa Friedland, Amanda Gentzel, David D. Jensen |
| 2012 | AAAI | Planning in Factored Action Spaces with Symbolic Dynamic Programming. | Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon |
| 2012 | AAAI | Scheduling Conservation Designs via Network Cascade Optimization. | Shan Xue, Alan Fern, Daniel Sheldon |
| 2012 | GLOBECOM | Achieving Quality of Service with Adaptation-based Programming for medium access protocols. | Pingan Zhu, Jervis Pinto, Thinh Nguyen, Alan Fern |
| 2012 | GPCE | Faster program adaptation through reward attribution inference. | Tim Bauer, Martin Erwig, Alan Fern, Jervis Pinto |
| 2012 | ICML | Batch Active Learning via Coordinated Matching. | Javad Azimi, Alan Fern, Xiaoli Zhang Fern, Glencora Borradaile, Brent Heeringa |
| 2012 | ICML | Output Space Search for Structured Prediction. | Janardhan Rao Doppa, Alan Fern, Prasad Tadepalli |
| 2012 | ISoLA | Learning-Based Test Programming for Programmers. | Alex Groce, Alan Fern, Martin Erwig, Jervis Pinto, Tim Bauer, Mohammad Amin Alipour |
| 2012 | ISSRE | Lightweight Automated Testing with Adaptation-Based Programming. | Alex Groce, Alan Fern, Jervis Pinto, Tim Bauer, Mohammad Amin Alipour, Martin Erwig, Camden Lopez |
| 2012 | UAI | Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games. | Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich, Alan Fern |
| 2012 | UAI | Active Imitation Learning via Reduction to I.I.D. Active Learning. | Kshitij Judah, Alan Fern, Thomas G. Dietterich |
| 2011 | CVPR | Probabilistic event logic for interval-based event recognition. | William Brendel, Alan Fern, Sinisa Todorovic |
| 2011 | IPCCC | Adaptation-based programming for network protocol design: An 802.11x case study (abstract). | Pingan Zhu, Jervis Pinto, Alan Fern, Thinh P. Nguyen |
| 2011 | PEPM | Adaptation-based programming in java. | Tim Bauer, Martin Erwig, Alan Fern, Jervis Pinto |
| 2010 | AAAI | Myopic Policies for Budgeted Optimization with Constrained Experiments. | Javad Azimi, Xiaoli Z. Fern, Alan Fern, Elizabeth Burrows, Frank Chaplen, Yanzhen Fan, Hong Liu, Jun Jaio, Rebecca Schaller |
| 2010 | AAAI | A Computational Decision Theory for Interactive Assistants. | Alan Fern, Prasad Tadepalli |
| 2010 | AAAI | Reinforcement Learning Via Practice and Critique Advice. | Kshitij Judah, Saikat Roy, Alan Fern, Thomas G. Dietterich |
| 2010 | AAAI | Bayesian Policy Search for Multi-Agent Role Discovery. | Aaron Wilson, Alan Fern, Prasad Tadepalli |
| 2010 | ICMLA | Robust Learning for Adaptive Programs by Leveraging Program Structure. | Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig |
| 2010 | IWCMC | Q-learning for opportunistic spectrum access. | Omar I. Alsaleh, Bechir Hamdaoui, Alan Fern |
| 2009 | CVPR | Discriminatively trained particle filters for complex multi-object tracking. | Robin Hess, Alan Fern |
| 2009 | IAAI | Simulation-based Optimization of Resource Placement and Emergency Response. | Ronald Bjarnason, Prasad Tadepalli, Alan Fern, Carl Niedner |
| 2009 | IJCAI | UCT for Tactical Assault Planning in Real-Time Strategy Games. | Radha-Krishna Balla, Alan Fern |
| 2008 | AAAI | Reinforcement Learning for Vulnerability Assessment in Peer-to-Peer Networks. | Scott Dejmal, Alan Fern, Thinh P. Nguyen |
| 2008 | AAAI | Probabilistic Planning via Determinization in Hindsight. | Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao Kambhampati |
| 2007 | CVPR | Improved Video Registration using Non-Distinctive Local Image Features. | Robin Hess, Alan Fern |
| 2007 | ICCV | Mixture-of-Parts Pictorial Structures for Objects with Variable Part Sets. | Robin Hess, Alan Fern, Eric N. Mortensen |
| 2007 | ICML | Learning for efficient retrieval of structured data with noisy queries. | Charles Parker, Alan Fern, Prasad Tadepalli |
| 2007 | ICML | Multi-task reinforcement learning: a hierarchical Bayesian approach. | Aaron Wilson, Alan Fern, Soumya Ray, Prasad Tadepalli |
| 2007 | ICML | On learning linear ranking functions for beam search. | Yuehua Xu, Alan Fern |
| 2007 | IJCAI | A Decision-Theoretic Model of Assistance. | Alan Fern, Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli |
| 2007 | IJCAI | Revisiting Output Coding for Sequential Supervised Learning. | Guohua Hao, Alan Fern |
| 2007 | IJCAI | Discriminative Learning of Beam-Search Heuristics for Planning. | Yuehua Xu, Alan Fern, Sung Wook Yoon |
| 2007 | IJCAI | Using Learned Policies in Heuristic-Search Planning. | Sung Wook Yoon, Alan Fern, Robert Givan |
| 2007 | ILP | A Relational Hierarchical Model for Decision-Theoretic Assistance. | Sriraam Natarajan, Prasad Tadepalli, Alan Fern |
| 2006 | AAAI | Gradient Boosting for Sequence Alignment. | Charles Parker, Alan Fern, Prasad Tadepalli |
| 2005 | AAAI | Learning Measures of Progress for Planning Domains. | Sung Wook Yoon, Alan Fern, Robert Givan |
| 2005 | ICML | Learning first-order probabilistic models with combining rules. | Sriraam Natarajan, Prasad Tadepalli, Eric Altendorf, Thomas G. Dietterich, Alan Fern, Angelo C. Restificar |
| 2005 | IJCAI | A Simple-Transition Model for Relational Sequences. | Alan Fern |
| 2004 | ICML | Relational sequential inference with reliable observations. | Alan Fern, Robert Givan |
| 2002 | AAAI | Specific-to-General Learning for Temporal Events. | Alan Fern, Robert Givan, Jeffrey Mark Siskind |
| 2002 | AAAI | Learning Temporal, Relational, Force-Dynamic Event Definitions from Video. | Alan Fern, Jeffrey Mark Siskind, Robert Givan |
| 2002 | UAI | Inductive Policy Selection for First-Order MDPs. | Sung Wook Yoon, Alan Fern, Robert Givan |
| 2000 | ICML | Online Ensemble Learning: An Empirical Study. | Alan Fern, Robert Givan |