We contribute to the understanding of WDD models that so far have been shown to be linear just for some arith-metic circuits. We prove that WDD models upon the ...
May 22, 2024 · This fine-grained graph enables identifying both end-to-end and local circuits accounting for either logits or intermediate features.
Missing: World- | Show results with:World-
Mar 28, 2023 · Studying modular circuits: A world model implies emergent modularity - many early circuits together compute a single world model, many late ...
Dec 7, 2023 · In our work, we demonstrate that a closely related world model is actually linearly encoded. Our key insight is that rather than encoding the.
Real-world circuit elements. Real-world (non-ideal) circuit elements come close to their mathematical ideal models. It is important to understand the limits.
Mar 29, 2023 · World models are fundamentally different from surface level statistics, I would argue - a world model is an actual algorithm, with causal ...
Apr 24, 2023 · I have been increasingly thinking about NN representations and slowly coming to the conclusion that they are (almost) completely secretly linear inside.
Mar 28, 2022 · In quantum computing, the circuit model provides a natural measure of complexity for pure states and unitaries: a unitary transformation's ...
Jan 3, 2024 · Linear models, while simpler and easier to interpret, often fall short in capturing the complexities of real-world data. Nonlinear models, such ...
We approach the art of teaching circuits in our textbook differently than most others. We recognize that studying circuits can be rewarding and useful, even for ...