| Oct 09, 2026 | I gave a lab meeting to the tinlab and the broader Linguistics and AI communities at Boston University, titled "Many Solutions to the Same Task: Identifiability in Trained Neural Networks". It was a great pleasure chatting with everyone after the talk! |
| Oct 01, 2026 | Our new paper "Traversing the solution space of neural networks with Hessian Null Space Continuation" is on arXiv! See the paper here and the project website here 💙 |
| Sep 28, 2026 | Our paper "Effectiveness of Curriculum Learning Depends on Reward Sparsity and Competing Optima" has been accepted at NeurIPS 2026! 🇦🇺 |
| Aug 05, 2026 | I'll be giving a talk on our recent work developing Hessian Null Space Continuation, a scalable method for traversing functionally equivalent networks with distinct internal mechanisms, at the New England Mechanistic Interpretability (NEMI) workshop! See our abstract on its website. |
| Apr 06, 2026 | I gave a talk titled "System identifiability in artificial and biological neural circuits" at the Emergence of Intelligent Phenomena journal club at Harvard & the Kempner Institute! |
| Feb 13, 2026 | I gave a talk on InputDSA at the Harvard Medical School Friday Seminar Series! |
| Jan 26, 2026 | Our InputDSA was accepted to ICLR 2026! |
| Dec 21, 2025 | 🎉 Our InputDSA was selected for a talk at COSYNE 2026 (~2.5%)! If you wanna chat about neural dynamics, interpreting RL agents, representional alignment, learning dynamics and curriculum at the conference, please reach out! 🇵🇹 |
| Dec 01, 2025 | In San Diego for NeurIPS 2025, presenting our Degeneracy in RNNs work at the main conference, and as a Spotlight talk at the NeurReps workshop! |
| Oct 29, 2025 | Our new paper InputDSA: Demixing then Comparing Recurrent and Externally Driven Dynamics is now on arXiv! Thanks to my amazing collaborators from the Rajan and Fiete Group, especially my co first-author Mitchell Ostrow. |
| Sep 28, 2025 | ✨ Our paper Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks has been accepted as a Spotlight at NeurIPS 2025! |