| 2026 | COLT | Rigorous Asymptotics for First-Order Algorithms Through the Dynamical Cavity Method. | Yatin Dandi, David Gamarnik, Francisco Pernice, Lenka Zdeborov |
| 2026 | COLT | Provable Learning of Random Hierarchy Models and Hierarchical Shallow-to-Deep Chaining. | Yunwei Ren, Yatin Dandi, Florent Krzakala, Jason D. Lee |
| 2025 | AISTATS | A Random Matrix Theory Perspective on the Spectrum of Learned Features and Asymptotic Generalization Capabilities. | Yatin Dandi, Luca Pesce, Hugo Cui, Florent Krzakala, Yue M. Lu, Bruno Loureiro |
| 2025 | AISTATS | Fundamental computational limits of weak learnability in high-dimensional multi-index models. | Emanuele Troiani, Yatin Dandi, Leonardo Defilippis, Lenka Zdeborov, Bruno Loureiro, Florent Krzakala |
| 2025 | ICML | Fundamental limits of learning in sequence multi-index models and deep attention networks: high-dimensional asymptotics and sharp thresholds. | Emanuele Troiani, Hugo Cui, Yatin Dandi, Florent Krzakala, Lenka Zdeborov |
| 2024 | ICML | Online Learning and Information Exponents: The Importance of Batch size & Time/Complexity Tradeoffs. | Luca Arnaboldi, Yatin Dandi, Florent Krzakala, Bruno Loureiro, Luca Pesce, Ludovic Stephan |
| 2024 | ICML | Asymptotics of feature learning in two-layer networks after one gradient-step. | Hugo Cui, Luca Pesce, Yatin Dandi, Florent Krzakala, Yue M. Lu, Lenka Zdeborov, Bruno Loureiro |
| 2024 | ICML | The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents. | Yatin Dandi, Emanuele Troiani, Luca Arnaboldi, Luca Pesce, Lenka Zdeborov, Florent Krzakala |
| 2022 | AAAI | Implicit Gradient Alignment in Distributed and Federated Learning. | Yatin Dandi, Luis Barba, Martin Jaggi |
| 2021 | AAAI | Generalized Adversarially Learned Inference. | Yatin Dandi, Homanga Bharadhwaj, Abhishek Kumar, Piyush Rai |
| 2020 | WACV | Jointly Trained Image and Video Generation using Residual Vectors. | Yatin Dandi, Aniket Das, Soumye Singhal, Vinay P. Namboodiri, Piyush Rai |