@other{https://authors.library.caltech.edu/records/47sqx-33w78, title = "A Foundation Model for Cell Segmentation", journal = "bioRvix", year = "2024", url = "https://authors.library.caltech.edu/records/47sqx-33w78", id = "record", issn = "2692-8205", doi = "10.1101/2023.11.17.567630", pmcid = "PMC10690226" } @other{https://authors.library.caltech.edu/records/stvvz-was45, title = "TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis", year = "2024", url = "https://authors.library.caltech.edu/records/stvvz-was45", id = "record", doi = "10.48550/arxiv.2402.16412" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20230316-204049328, title = "Eventual Discounting Temporal Logic Counterfactual Experience Replay", year = "2023", url = "https://resolver.caltech.edu/CaltechAUTHORS:20230316-204049328", id = "record" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20221219-234122405, title = "FI-ODE: Certified and Robust Forward Invariance in Neural ODEs", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20221219-234122405", id = "record", doi = "10.48550/arXiv.2210.16940" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20221219-234115665, title = "POLAR: Preference Optimization and Learning Algorithms for Robotics", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20221219-234115665", id = "record", doi = "10.48550/arXiv.2208.04404" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20221219-234042044, title = "The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20221219-234042044", id = "record", doi = "10.48550/arXiv.2207.10553" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20221219-234119032, title = "Neurosymbolic Programming for Science", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20221219-234119032", id = "record", doi = "10.48550/arXiv.2210.05050" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20221219-204745839, title = "BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20221219-204745839", id = "record", doi = "10.48550/arXiv.2212.07401" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220714-212423144, title = "Deep Neural Imputation: A Framework for Recovering Incomplete Brain Recordings", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-212423144", id = "record", doi = "10.48550/arXiv.arXiv.2206.08094" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220714-212414777, title = "Compactly Restrictable Metric Policy Optimization Problems", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-212414777", id = "record", doi = "10.48550/arXiv.arXiv.2207.05850" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220714-212419626, title = "Policy Optimization with Linear Temporal Logic Constraints", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220714-212419626", id = "record", doi = "10.48550/arXiv.arXiv.2206.09546" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220325-224027516, title = "Safety of Sampled-Data Systems with Control Barrier Functions via Approximate Discrete Time Models", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220325-224027516", id = "record", doi = "10.48550/arXiv.2203.11470" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220325-220806703, title = "Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220325-220806703", id = "record", doi = "10.48550/arXiv.2203.01404" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200805115, title = "Unsupervised Learning of Neurosymbolic Encoders", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200805115", id = "record", doi = "10.48550/arXiv.2107.13132" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200843937, title = "Safety-Aware Preference-Based Learning for Safety-Critical Control", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200843937", id = "record", doi = "10.48550/arXiv.2112.08516" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200833645, title = "Self-Supervised Keypoint Discovery in Behavioral Videos", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200833645", id = "record", doi = "10.48550/arXiv.2112.05121" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200822492, title = "Kernel Interpolation as a Bayes Point Machine", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200822492", id = "record", doi = "10.48550/arXiv.2110.04274" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200830238, title = "Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200830238", id = "record", doi = "10.48550/arXiv.2111.15186" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200758198, title = "Interpreting Expert Annotation Differences in Animal Behavior", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200758198", id = "record", doi = "10.48550/arXiv.2106.06114" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20220224-200943137, title = "LyaNet: A Lyapunov Framework for Training Neural ODEs", year = "2022", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220224-200943137", id = "record", doi = "10.48550/arXiv.2202.02526" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210719-210128990, title = "Learning Pseudo-Backdoors for Mixed Integer Programs", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210719-210128990", id = "record", doi = "10.48550/arXiv.2106.05080" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210604-142545306, title = "End-to-End Sequential Sampling and Reconstruction for MR Imaging", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210604-142545306", id = "record", doi = "10.48550/arXiv.2105.06460" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210510-093610124, title = "The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210510-093610124", id = "record", doi = "10.48550/arXiv.2104.02710" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210304-095340677, title = "Computing the Information Content of Trained Neural Networks", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210304-095340677", id = "record", doi = "10.48550/arXiv.2103.01045" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210225-132714927, title = "Disentangling Observed Causal Effects from Latent Confounders using Method of Moments", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210225-132714927", id = "record", doi = "10.48550/arXiv.2101.06614" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210119-161636048, title = "Architecture Agnostic Neural Networks", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210119-161636048", id = "record", doi = "10.48550/arXiv.2011.02712" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20210119-161629149, title = "On the Benefits of Early Fusion in Multimodal Representation Learning", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20210119-161629149", id = "record", doi = "10.48550/arXiv.2011.07191" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201110-154207213, title = "Graph Neural Networks for the Prediction of Substrate-Specific Organic Reaction Conditions", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-154207213", id = "record", doi = "10.48550/arXiv.2007.04275" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201111-071759033, title = "Average-case Complexity of Teaching Convex Polytopes via Halfspace Queries", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201111-071759033", id = "record", doi = "10.48550/arXiv.2006.14677" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201110-082106076, title = "Competitive Control with Delayed Imperfect Information", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-082106076", id = "record", doi = "10.48550/arXiv.2010.11637" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201110-085241409, title = "Learning Differentiable Programs with Admissible Neural Heuristics", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-085241409", id = "record", doi = "10.48550/arXiv.2007.12101" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201110-082336091, title = "Iterative Amortized Policy Optimization", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201110-082336091", id = "record", doi = "10.48550/arXiv.2010.10670" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201106-120148344, title = "Distributionally Robust Learning for Unsupervised Domain Adaptation", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120148344", id = "record", doi = "10.48550/arXiv.2010.05784" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20201106-120215567, title = "Competitive Policy Optimization", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20201106-120215567", id = "record", doi = "10.48550/arXiv.2006.10611" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200707-094715120, title = "The Power of Predictions in Online Control", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200707-094715120", id = "record", doi = "10.48550/arXiv.2006.07569" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200526-151215262, title = "A General Large Neighborhood Search Framework for Solving Integer Programs", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200526-151215262", id = "record", doi = "10.48550/arXiv.2004.00422" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200214-105606928, title = "Online Optimization with Memory and Competitive Control", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105606928", id = "record", doi = "10.48550/arXiv.2002.05318" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200214-105610460, title = "Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105610460", id = "record", doi = "10.48550/arXiv.2002.05578" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200214-105602886, title = "On the distance between two neural networks and the stability of learning", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200214-105602886", id = "record", doi = "10.48550/arXiv.2002.03432" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200109-085907638, title = "Triply Robust Off-Policy Evaluation", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200109-085907638", id = "record", doi = "10.48550/arXiv.1911.05811" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200109-100747650, title = "Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200109-100747650", id = "record", doi = "10.48550/arXiv.1911.06854" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20200109-101924329, title = "Learning Calibratable Policies using Programmatic Style-Consistency", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200109-101924329", id = "record", doi = "10.48550/arXiv.1910.01179" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190905-154310582, title = "Co-training for Policy Learning", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190905-154310582", id = "record", doi = "10.48550/arXiv.1907.04484" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190905-154307157, title = "Robust Regression for Safe Exploration in Control", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190905-154307157", id = "record", doi = "10.48550/arXiv.1906.05819" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190410-120658254, title = "Multi-dueling Bandits with Dependent Arms", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190410-120658254", id = "record", doi = "10.48550/arXiv.1705.00253" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-113450468, title = "Long-term Forecasting using Tensor-Train RNNs", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-113450468", id = "record", doi = "10.48550/arXiv.1711.00073" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-101105728, title = "Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processes", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-101105728", id = "record", doi = "10.48550/arXiv.1811.07707" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-111204454, title = "Learning to Search via Retrospective Imitation", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-111204454", id = "record", doi = "10.48550/arXiv.1804.00846" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-133559444, title = "Correlational Dueling Bandits with Application to Clinical Treatment in Large Decision Spaces", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-133559444", id = "record", doi = "10.48550/arXiv.1707.02375" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-112328842, title = "Detecting Adversarial Examples via Neural Fingerprinting", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-112328842", id = "record", doi = "10.48550/arXiv.1803.03870" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-111434225, title = "Generative Multi-Agent Behavioral Cloning", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-111434225", id = "record", doi = "10.48550/arXiv.1803.07612" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20190205-113745110, title = "Fine-Grained Retrieval of Sports Plays using Tree-Based Alignment of Trajectories", year = "2019", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190205-113745110", id = "record", doi = "10.48550/arXiv.1710.02255" } @other{https://resolver.caltech.edu/CaltechAUTHORS:20181023-101356776, title = "Multi-resolution Tensor Learning for Large-Scale Spatial Data", year = "2018", url = "https://resolver.caltech.edu/CaltechAUTHORS:20181023-101356776", id = "record", doi = "10.48550/arXiv.1802.06825" }