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INFORMATION-THEORETIC LOWER BOUND
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Classroom Contents
Efficiently Learning Structured Distributions from Untrusted Batches
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- 1 ROBUST LEARNING
- 2 LEARNING FROM CROWDSOURCED DATA
- 3 INFORMATION-THEORETIC LOWER BOUND
- 4 UPPER BOUNDS
- 5 A WARMUP RESULT
- 6 ROBUST L1 MEAN ESTIMATION
- 7 SEARCHING FOR A MOMENT-BOUNDED SUBSET
- 8 A POLYNOMIAL SYSTEM
- 9 LEARNING STRUCTURED DISTRIBUTIONS
- 10 PROBLEM STATEMENT
- 11 THE SOS RELAXATION
- 12 SPARSITY IN HAAR BASIS
- 13 CONCLUSION
