Kunle Olukotun
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where they keep going back
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who talks about the same things
- Olivia Hsu5 talks
- Fredrik Kjolstad14 talks
- Stephen Chou5 talks
- Peiming Liu2 talks
- Aart Bik3 talks
- Manya Bansal4 talks
| title | conference | date |
|---|---|---|
| Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
CARAVAN is a prototype system that uses labeling agents (off‑the‑shelf foundation models like GPT‑4 via API) to generate noisy labels (70–80% accuracy) for… | ||
| Tags: A Framework for Distributed Event Ordering | PLARCH 2023 | 2023-06-17 |
Proposes Tags, an abstract token-credit model for reconfigurable dataflow accelerators that concretely defines publish/update/ready functions and per-edge… | ||
| Challenges with Hardware-Software Co-design for Sparse Machine Learning on (...) Dataflow | PLARCH 2023 | 2023-06-17 |
Extends the Sparse Abstract Machine (SAM) and a dataflow accelerator model to handle real ML models, adds new hardware primitives (filter block, unary-value… | ||
| Mosaic: An Interoperable Compiler for Tensor Algebra | PLDI 2023 | 2023-06-17 |
Mosaic is a Taco-based compiler that binds tensor expressions to external library or compiler functions via a scheduling API, substitutes bound subexpressions… | ||
| Compilation of Sparse Array Programming Models | OOPSLA 2021 | 2021-10-17 |
A compiler built on TACO generates C-like code from array index notation and a format language that supports arbitrary fill values, lifts operators into an… | ||
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