Seminars

Humans are a critical link to the security of any complex system, and blockchains are no exception.

*Abstract*

Gemini 1.5 has shown that large-scale foundational models are able to process information across millions of tokens of context.

We define the notion of a classical commitment scheme to quantum states, which allows a quantum prover to compute a classical commitment to a quantum state, and later open each qubit of the state in either the standard or the Hadamard basis. Our notion is a strengthening of the measurement protocol from Mahadev (STOC 2018).

Abstract not available

In both federated learning (FL) and large language model (LLMs) optimization, a central challenge is effective learning under constraints, ranging from data heterogeneity and personalization to limited communication and black-box access.