Here you can find a list of seminars I have organized. Those cover a range of topics including machine learning, computer science, and applications. Some of the topics covered include:
- Analysis of SARS-CoV-2 genomes
- Bayesian symbolic regression
- Differentiable programming
- Mental representations in human planning
- Deep reinforcement learning for racing video games
- Code generation
- Graph grammar learning for molecular generation
- Automatic compiler error fixing
The seminars include speaker from MIT, Princeton University, Microsoft, Sony, the Broad Institute and others.
- Title: Analysis of 6.4 million SARS-CoV-2 genomes identifies mutations associated with fitness Speaker: Jacob E Lemieux Affiliation: MGH, Broad Institute Video link: https://www.youtube.com/watch?v=XjBYHtVLrFw
- Title: Bayesian symbolic regression and the learnability of closed-form mathematical models Speaker: Roger Guimera Affiliation: ICREA, Catalonia Video link: https://www.youtube.com/watch?v=zWwafM922C4&t=59s
- Title: Differentiable Programming via Differentiable Search of Program Structures Speaker: He Zhu Affiliation: Rutgers University Video link: https://www.youtube.com/watch?v=XB_5N5HTrI0&t=1773s
- Title: Construction of mental representations in human planning Speaker: Mark Ho Affiliation: Princeton University Video link: https://www.youtube.com/watch?v=LqerQNXNGCg
- Title: Outracing champion Gran Turismo drivers with deep reinforcement learning Speaker: Thomas Walsh Affiliation: Sony Video link: https://www.youtube.com/watch?v=nzYqTGjYoVc&t=133s
- Title: Competition-Level Code Generation with AlphaCode Speaker: Yujia Li Affiliation: DeepMind Video link: https://youtu.be/OztRKmB35Bk
- Title: Data-Efficient Graph Grammar Learning for Molecular Generation Speaker: Minghao Guo Affiliation: MIT CSAIL Video link: https://youtu.be/SGLRsnv9-E0
- Title: An Introduction to Symbolic Regression with PySR and SymbolicRegression.jl Speaker: Miles Cranmer Affiliation: Princeton Video link: https://youtu.be/q6tjKXmhiMs
- Title: Learning to automatically fix compiler errors in C Speaker: Jose Cambronero Affiliation: Microsoft Video link: https://youtu.be/odyylffr290
- Title: Generating code that activates our brains Speaker: Shashank Srikant Affiliation: MIT CSAIL Video link: https://youtu.be/dxZr-I2rCgQ