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2021 : Contributed Talk 4 - A Bayesian Mutation-Selection Model of Evolutionary Constraints on Coding Sequences »
Workshop CompBio · Berk Alpay -
2021 : Invited talk 4 - Learning from evolution »
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2021 : Spotlight Set 2-5 | Gene expression evolution across species, organs and sexes in Drosophila »
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2021 : Spotlight Set 2-4 | Immuno-mimetic Deep Neural Networks (Immuno-Net) »
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2021 : Spotlight Set 2-3 | Multi-Scale Representation Learning on Proteins »
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2021 : Spotlight Set 2-2 | Viral Evolution and Antibody Escape Mutations using Deep Generative Models »
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2021 : Spotlight Set 2-1 | Equivariant Graph Neural Networks for 3D Macromolecular Structure »
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2021 : Contributed Talk 3 - Reconstructing unobserved cellular states from paired single-cell lineage tracing and transcriptomics data »
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2021 : Invited talk 3 - Every Patient Deserves Their Own Equation »
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2021 : Highlight 7 | Deep neural networks identify sequence context features predictive of transcription factor binding »
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2021 : Highlight 6 | Data Inequality, Machine Learning and Health Disparity »
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2021 : Highlight 5 | Data-driven Experimental Prioritization via Imputation and Submodular Optimization »
Workshop CompBio · Jacob Schreiber -
2021 : Highlight 4 | Spherical Convolutions on Molecular Graphs for Protein Model Quality Assessment »
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2021 : Highlight 3 | DIVERSE: Bayesian Data IntegratiVE learning for precise drug ResponSE prediction »
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2021 : Highlight 2 | VoroCNN: Deep Convolutional Neural Network Built on 3D Voronoi Tessellation of Protein Structures »
Workshop CompBio · Ilia Igashov -
2021 : Highlight 1 | Representation of Features as Images with Neighborhood Dependencies forCompatibility with Convolutional Neural Networks »
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2021 : Contributed Talk 2 - Light Attention Predicts Protein Location from the Language of Life »
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2021 : Invited talk 2 - Anomaly detection to find rare phenotypes »
Workshop CompBio · Quaid Morris -
2021 : Spotlight Set 1-4 | Multimodal data visualization, denoising and clustering with integrated diffusion »
Workshop CompBio · MANIK KUCHROO -
2021 : Spotlight Set 1-5 | Deep Contextual Learners for Protein Networks »
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2021 : Spotlight Set 1-3 | pmVAE: Learning Interpretable Single-Cell Representations with Pathway Modules »
Workshop CompBio · Stefan Stark -
2021 : Spotlight Set 1-2 | Opportunities and Challenges in Designing Genomic Sequences »
Workshop CompBio · Mengyan Zhang -
2021 : Spotlight Set 1-1 | Statistical correction of input gradients for black box models trained with categorical input features »
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2021 : Contributed Talk 1 - Multigrate: single-cell multi-omic data integration »
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2021 : Invited talk 1 - Lessons from the Pandemic for Machine Learning and Medical Imaging »
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2020 : Contributed Talk 4: Minxing Pang »
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2020 : Q&A after invited talk 4 »
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2020 : Invited Talk 4: Debora Marks »
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2020 : Poster Session and Break 3 »
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2020 : Spotlight Set 3-5 : Pinar Demetci »
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2020 : Spotlight Set 3-4 : Alex Karollus »
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2020 : Spotlight Set 3-3 : Nic Fishman »
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2020 : Spotlight Set 3-2 : Jacob Schreiber »
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2020 : Spotlight Set 3-1: Kathleen Lois Foster »
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2020 : Q&A after contributed talk 3 »
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2020 : Contributed Talk 3: Guillaume Jaume »
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2020 : Q&A after invited talk 3 »
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2020 : Invited Talk 3: Thomas Fuchs »
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2020 : Poster session and lunch break 2 »
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2020 : Poster session and lunch break 1 »
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2020 : Highlight 7: Jacob Schreiber »
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2020 : Highlight 6: William Hsu »
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2020 : Highlight 5: Shibiao Wan »
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2020 : Highlight 4: Serghei Mangul »
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2020 : Highlight 3: Christian Matek »
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2020 : Highlight 2: Iman Deznaby »
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2020 : Highlight 1: Sanjiv Kumar Dwivedi »
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2020 : Contributed Talk 2: Geoffrey Fudenberg »
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2020 : Q&A »
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2020 : Invited Talk 2: Olga Troyanskaya »
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2020 : Break »
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2020 : Spotlight Set 1-5 : Mohammad Lotfollahi »
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2020 : Spotlight Set 1-4 : Leander Dony »
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2020 : Spotlight Set 1-3 : Kexin Huang »
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2020 : Spotlight Set 1-2: Lingfei Wang »
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2020 : Spotlight Set 1-1 : Neha Prasad »
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2020 : Q&A after contributed talk 1 »
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2020 : Contributed Talk 1 - Jacob C. Kimmel »
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2020 : Q&A after invited talk 1 »
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2020 Workshop: ICML 2020 Workshop on Computational Biology »
Workshop CompBio · Delasa Aghamirzaie · Alexander Anderson · Elham Azizi · Abdoulaye Baniré Diallo · Cassandra Burdziak · Jill Gallaher · Anshul Kundaje · Dana Pe'er · Sandhya Prabhakaran · Amine Remita · Mark Robertson-Tessi · Wesley Tansey · Julia Vogt · Yubin Xie -
2020 : Invited Talk 1: Fabian Theis »
Workshop CompBio -
2019 Workshop: ICML 2019 Workshop on Computational Biology »
Donna Pe'er · Sandhya Prabhakaran · Elham Azizi · Abdoulaye Baniré Diallo · Anshul Kundaje · Barbara Engelhardt · Wajdi Dhifli · Engelbert MEPHU NGUIFO · Wesley Tansey · Julia Vogt · Jennifer Listgarten · Cassandra Burdziak · Workshop CompBio