Problem with denoising the BICEP2 data? This question pertains to this article which talks about why the BICEP2 measurements of B-mode polarization in Cosmic microwave background radiation turned out to be noise from galactic stardust. They go on to add that the Plank data of the noise does not lend to getting a good B-mode estimate from the BICEP2 data.


  However, the results of the joint assessment would suggest that
  whatever signal BICEP2 detected, it cannot be separated at any
  significant level from the spoiling effects. In other words, the
  original observations are equally compatible with there being no
  primordial gravitational waves. "This joint work has shown that the
  detection of primordial B-modes is no longer robust once the emission
  from galactic dust is removed," Jean-Loup Puget, principal
  investigator of Panck's HFI instrument, said in the Esa statement.
  "So, unfortunately, we have not been able to confirm that the signal
  is an imprint of cosmic inflation."


Can someone explain why(from a signal processing perspective) exactly the detection of primordial B-modes is not robust even after the emission from galactic dust is removed? And what are the proposed workarounds to tackle this problem?
B-modes in the raw CMB data can be caused by primordial gravitational waves, as well as by cosmic dust. After subtracting the cosmic dust polarization from the BCEP2 data, the residual signal is too weak with respect to noise to be statistically sufficiently significant to claim a discovery.

Or stated in a different way: The observed B-modes can be explained away by cosmic dust.

This doesn't prove the absence of primordial gravitational waves. But it doesn't provide sufficient evidence for their presence either.