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Luiz Chamon

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titleconferencedate
Graphon Neural Networks and the Transferability of Graph Neural NetworksDeep Learning Theory Symposium 20212021-12-03
Constructs a graphon neural network as the limit of GNNs sampled from the same graphon and proves output difference bounds that split into…
Talk on
Learning Under RequirementsMeet the Fellows Welcome Event2021-09-08
Proposes replacing penalty-weighted adversarial training with constraint optimization that enforces robustness as a constraint, reports matching adversarial…
Talk on
007: Democratically Finding the Cause of Packet DropsNSDI '182018-04-09
007 is a host-only deployment that diagnoses per-TCP packet loss by subscribing to retransmission events, issuing one traceroute per retransmitting flow, and…
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